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What are analytical skills? Examples and how to level up

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What are analytical skills?

Why are analytical skills important, 9 analytical skills examples, how to improve analytical skills, how to show analytical skills in a job application, the benefits of an analytical mind.

With market forecasts, performance metrics, and KPIs, work throws a lot of information at you. 

If you want to stay ahead of the curve, not only do you have to make sense of the data that comes your way — you need to put it to good use. And that requires analytical skills.

You likely use analytical thinking skills every day without realizing it, like when you solve complex problems or prioritize tasks . But understanding the meaning of analysis skills in a job description, why you should include them in your professional development plan, and what makes them vital to every position can help advance your career.

Analytical skills, or analysis skills, are the ones you use to research and interpret information. Although you might associate them with data analysis, they help you think critically about an issue, make decisions , and solve problems in any context. That means anytime you’re brainstorming for a solution or reviewing a project that didn’t go smoothly, you’re analyzing information to find a conclusion. With so many applications, they’re relevant for nearly every job, making them a must-have on your resume.

Analytical skills help you think objectively about information and come to informed conclusions. Positions that consider these skills the most essential qualification grew by 92% between 1980 and 2018 , which shows just how in-demand they are. And according to Statista, global data creation will grow to more than 180 zettabytes by 2025 — a number with 21 zeros. That data informs every industry, from tech to marketing.

Even if you don’t interact with statistics and data on the job, you still need analytical skills to be successful. They’re incredibly valuable because:

• They’re transferable: You can use analysis skills in a variety of professional contexts and in different areas of your life, like making major decisions as a family or setting better long-term personal goals.
• They build agility: Whether you’re starting a new position or experiencing a workplace shift, analysis helps you understand and adapt quickly to changing conditions. 
• They foster innovation: Analytical skills can help you troubleshoot processes or operational improvements that increase productivity and profitability.
• They make you an attractive candidate: Companies are always looking for future leaders who can build company value. Developing a strong analytical skill set shows potential employers that you’re an intelligent, growth-oriented candidate.

If the thought of evaluating data feels unintuitive, or if math and statistics aren’t your strong suits, don’t stress. Many examples of analytical thinking skills don’t involve numbers. You can build your logic and analysis abilities through a variety of capacities, such as:

1. Brainstorming

Using the information in front of you to generate new ideas is a valuable transferable skill that helps you innovate at work . Developing your brainstorming techniques leads to better collaboration and organizational growth, whether you’re thinking of team bonding activities or troubleshooting a project roadblock. Related skills include benchmarking, diagnosis, and judgment to adequately assess situations and find solutions.

2. Communication

Becoming proficient at analysis is one thing, but you should also know how to communicate your findings to your audience — especially if they don’t have the same context or experience as you. Strong communication skills like public speaking , active listening , and storytelling can help you strategize the best ways to get the message out and collaborate with your team . And thinking critically about how to approach difficult conversations or persuade someone to see your point relies on these skills. 

3. Creativity

You might not associate analysis with your creativity skills, but if you want to find an innovative approach to an age-old problem, you’ll need to combine data with creative thinking . This can help you establish effective metrics, spot trends others miss, and see why the most obvious answer to a problem isn’t always the best. Skills that can help you to think outside the box include strategic planning, collaboration, and integration.

4. Critical thinking

Processing information and determining what’s valuable requires critical thinking skills . They help you avoid the cognitive biases that prevent innovation and growth, allowing you to see things as they really are and understand their relevance. Essential skills to turn yourself into a critical thinker are comparative analysis, business intelligence, and inference.

5. Data analytics

When it comes to large volumes of information, a skilled analytical thinker can sort the beneficial from the irrelevant. Data skills give you the tools to identify trends and patterns and visualize outcomes before they impact an organization or project’s performance. Some of the most common skills you can develop are prescriptive analysis and return on investment (ROI) analysis.

6. Forecasting

Predicting future business, market, and cultural trends better positions your organization to take advantage of new opportunities or prepare for downturns. Business forecasting requires a mix of research skills and predictive abilities, like statistical analysis and data visualization, and the ability to present your findings clearly.

7. Logical reasoning

Becoming a logical thinker means learning to observe and analyze situations to draw rational and objective conclusions. With logic, you can evaluate available facts, identify patterns or correlations, and use them to improve decision-making outcomes. If you’re looking to improve in this area, consider developing inductive and deductive reasoning skills.

8. Problem-solving

Problem-solving appears in all facets of your life — not just work. Effectively finding solutions to any issue takes analysis and logic, and you also need to take initiative with clear action plans . To improve your problem-solving skills , invest in developing visualization , collaboration, and goal-setting skills.

9. Research

Knowing how to locate information is just as valuable as understanding what to do with it. With research skills, you’ll recognize and collect data relevant to the problem you’re trying to solve or the initiative you’re trying to start. You can improve these skills by learning about data collection techniques, accuracy evaluation, and metrics.

You don’t need to earn a degree in data science to develop these skills. All it takes is time, practice, and commitment. Everything from work experience to hobbies can help you learn new things and make progress. Try a few of these ideas and stick with the ones you enjoy:

1. Document your skill set

The next time you encounter a problem and need to find solutions, take time to assess your process. Ask yourself:

• What facts are you considering?
• Do you ask for help or research on your own? What are your sources of advice?
• What does your brainstorming process look like?
• How do you make and execute a final decision?
• Do you reflect on the outcomes of your choices to identify lessons and opportunities for improvement?
• Are there any mistakes you find yourself making repeatedly?
• What problems do you constantly solve easily? 

These questions can give insight into your analytical strengths and weaknesses and point you toward opportunities for growth.

2. Take courses

Many online and in-person courses can expand your logical thinking and analysis skills. They don’t necessarily have to involve information sciences. Just choose something that trains your brain and fills in your skills gaps . 

Consider studying philosophy to learn how to develop your arguments or public speaking to better communicate the results of your research. You could also work on your hard skills with tools like Microsoft Excel and learn how to crunch numbers effectively. Whatever you choose, you can explore different online courses or certification programs to upskill. 

3. Analyze everything

Spend time consciously and critically evaluating everything — your surroundings, work processes, and even the way you interact with others. Integrating analysis into your day-to-day helps you practice. The analytical part of your brain is like a muscle, and the more you use it, the stronger it’ll become. 

After reading a book, listening to a podcast, or watching a movie, take some time to analyze what you watched. What were the messages? What did you learn? How was it delivered? Taking this approach to media will help you apply it to other scenarios in your life. 

If you’re giving a presentation at work or helping your team upskill , use the opportunity to flex the analytical side of your brain. For effective teaching, you’ll need to process and analyze the topic thoroughly, which requires skills like logic and communication. You also have to analyze others’ learning styles and adjust your teachings to match them. 

5. Play games

Spend your commute or weekends working on your skills in a way you enjoy. Try doing logic games like Sudoku and crossword puzzles during work breaks to foster critical thinking. And you can also integrate analytical skills into your existing hobbies. According to researcher Rakesh Ghildiyal, even team sports like soccer or hockey will stretch your capacity for analysis and strategic thinking . 

6. Ask questions

According to a study in Tr ends in Cognitive Sciences, being curious improves cognitive function , helping you develop problem-solving skills, retention, and memory. Start speaking up in meetings and questioning the why and how of different decisions around you. You’ll think more critically and even help your team find breakthrough solutions they otherwise wouldn’t.

7.Seek advice

If you’re unsure what analytical skills you need to develop, try asking your manager or colleagues for feedback . Their outside perspective offers insight you might not find within, like patterns in. And if you’re looking for more consistent guidance, talking to a coach can help you spot weaknesses and set goals for the long term.

8. Pursue opportunities

Speak to your manager about participating in special projects that could help you develop and flex your skills. If you’d like to learn about SEO or market research, ask to shadow someone in the ecommerce or marketing departments. If you’re interested in business forecasting, talk to the data analysis team. Taking initiative demonstrates a desire to learn and shows leadership that you’re eager to grow. 

Shining a spotlight on your analytical skills can help you at any stage of your job search. But since they take many forms, it’s best to be specific and show potential employers exactly why and how they make you a better candidate. Here are a few ways you can showcase them to the fullest:

1. In your cover letter

Your cover letter crafts a narrative around your skills and work experience. Use it to tell a story about how you put your analytical skills to use to solve a problem or improve workflow. Make sure to include concrete details to explain your thought process and solution — just keep it concise. Relate it back to the job description to show the hiring manager or recruiter you have the qualifications necessary to succeed.

2. On your resume

Depending on the type of resume you’re writing, there are many opportunities to convey your analytical skills to a potential employer. You could include them in sections like: 

• Professional summary: If you decide to include a summary, describe yourself as an analytical person or a problem-solver, whichever relates best to the job posting. 
• Work experience: Describe all the ways your skill for analysis has helped you perform or go above and beyond your responsibilities. Be sure to include specific details about challenges and outcomes related to the role you’re applying for to show how you use those skills. 
• Skills section: If your resume has a skill-specific section, itemize the analytical abilities you’ve developed over your career. These can include hard analytical skills like predictive modeling as well as interpersonal skills like communication.

3. During a job interview

As part of your interview preparation , list your professional accomplishments and the skills that helped along the way, such as problem-solving, data literacy, or strategic thinking. Then, pull them together into confident answers to common interview questions using the STAR method to give the interviewer a holistic picture of your skill set.

Developing analytical skills isn’t only helpful in the workplace. It’s essential to life. You’ll use them daily whenever you read the news, make a major purchase, or interact with others. Learning to critically evaluate information can benefit your relationships and help you feel more confident in your decisions, whether you’re weighing your personal budget or making a big career change .

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Elizabeth Perry is a Coach Community Manager at BetterUp. She uses strategic engagement strategies to cultivate a learning community across a global network of Coaches through in-person and virtual experiences, technology-enabled platforms, and strategic coaching industry partnerships. With over 3 years of coaching experience and a certification in transformative leadership and life coaching from Sofia University, Elizabeth leverages transpersonal psychology expertise to help coaches and clients gain awareness of their behavioral and thought patterns, discover their purpose and passions, and elevate their potential. She is a lifelong student of psychology, personal growth, and human potential as well as an ICF-certified ACC transpersonal life and leadership Coach.

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What Are Analytical Skills? Definition and Examples

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Forage puts students first. Our blog articles are written independently by our editorial team. They have not been paid for or sponsored by our partners. See our full  editorial guidelines .

Analytical skills help you assess information and facts, problem-solve, and implement the best solutions. According to LinkedIn , they’re one of the top 10 most in-demand soft skills of 2024. So, what are some analytical skills examples and how can you improve yours?

Analytical Skills Definition

Analytical skills are the skills you use to make decisions and find solutions to problems. In the workplace, an analytical person helps the company problem-solve by breaking down information; looking through data and finding patterns, trends, and outliers; brainstorming new ideas; and making decisions on what solutions to implement.

These skills apply to multiple fields, not just in traditional data-heavy or analytics roles. You can use analytical skills in the workplace:

• In marketing , to review traffic to the website and understand what is (and isn’t) driving people to the site  
• In data analytics , to identify seasonal trends in a company’s sales to understand the best time to launch a campaign
• In finance , to prepare forecasts of the company’s financial performance for the next year
• In user experience (UX) design , to understand current issues with the company’s UX while interviewing a user
• In sales, to create models to track revenue growth

Oliver Wyman Financial Services: Climate Change

Apply analytical skills in the consulting field to help decrease carbon emissions.

Avg. Time: 4-5 hours

Skills you’ll build: Data analysis, critical thinking, research

Analytical Skills Examples

While analytical skills are a type of soft skill, you may apply hard skills to help you become a better analytical thinker. Analytical skills examples include data analysis, logical thinking, research, creativity, and communication.

>>MORE: Discover the right career for you based on your skills with a career aptitude test .

Data Analytics

Data analytics is a hard skill where you look at data to put numbers behind answers to questions or potential solutions. For example, you might use data analytics to answer what products have had the most success during the summer vs. winter months, or to create charts or graphs that show the company’s recent financial performance. 

Examples of data analytics skills include:

• Programming languages (specifically SQL, Python, and R)
• Probability and statistical analysis
• Machine learning
• Microsoft Excel
• Data visualization

Accenture Navigating Numbers

Practice your data modeling and visualization skills — then present your work in a professional scenario.

Avg. Time: 5-6 hours

Skills you’ll build: Data analysis, data modeling, data visualization, presenting, public speaking

Logical Thinking

Logical thinking is when you use reason to analyze a situation and come up with a solution. There are a few different types of logical thinking, including:

• Inference: Assuming an answer based on facts we already know
• Inductive reasoning : Observing a specific pattern, then making a general conclusion
• Deductive reasoning : Observing a general premise, then applying it to a specific situation 

For example, as a writer on a marketing team, I might use logical thinking, and specifically inductive reasoning, by taking action based on a specific trend I notice about my company’s audience. I may notice a specific pattern — for instance, that our audience is clicking on stories that have investment banking skills in them. Then, I could make the general conclusion that our audience values investment banking content. I would then test my hypothesis by writing more content on that topic, and hopefully increase our audience in the process. 

Analytical people seek all the facts and information before coming to a conclusion. A smart researcher knows where to find those facts and who to ask for help to get more information. 

In the workplace, you might apply research skills to discover facts about the company’s history, like conducting a reflective analysis, and showing the company’s progress over the last five years. You could also do more qualitative research , and speak to colleagues in other departments to understand how a problem is affecting their team, or even set up an informational interview with an outside expert to learn from their experience.

Examples of research analytical skills include: 

• Report writing
• Data collection and analysis
• Critical thinking
• User interviews

Communication

Analytical skills aren’t just about facts and figures; they also require creativity to brainstorm solutions and possible answers to problems. Creativity helps analytical people move away from the small points and think big picture. 

In the workplace, you might use creative thinking to organize a brainstorm with team members, or to propose product improvements based on a client survey. You could also use it to present information to stakeholders in a new, exciting way, or to create a new brand design for your company’s website. Creative thinking can be applied to numerous industries, even in more data-heavy or analytical roles.

Examples of analytical creativity skills include:

• Active listening
• Risk-taking
• Storytelling

Your analytical thinking won’t have an impact unless you share it with the team; however, not everyone can easily understand data or analytical problem-solving. Communication skills help you translate complex analytical ideas into digestible, actionable takeaways for the rest of your team.

For example, you can use communication skills to explain a data visualization to team members and help them understand company performance, or to present high-level findings from a data exercise or statistical analysis. 

Examples of analytical communication skills include:

• Verbal communication
• Chart, graph, and data presentation
• Public speaking

How to Show Your Analytical Skills in a Job Application

In a job application, you can show off your analytical skills in two ways: first, by demonstrating the technical analytical tools you know and second, by explaining your problem-solving skills to show your analytical thinking.

Demonstrating Technical Analytical Skills

“For early professionals, definitely showing the tools, the technical skills, and also projects you’ve worked on is important,” Kristen Rice, product manager, website growth at Sprout Social, says. “If you don’t have a particular project in mind or that you can share, showcase ideas that you do have around analytics. If you use a type of code such as SQL, Python, R etc., that is huge because businesses seek to automate analyses a lot quicker and there is an increasing need to connect data that doesn’t always share the same foundation. These different programming languages allow for the ability to do those things.”

You can include hard analytical skills on your resume either in a dedicated “skills” section or in a job explanation (if you used the skill in a specific work experience). For example, if you used your data analytics skills in a finance internship , you could write: 

Used SQL queries to extract data and create reports that helped the team decrease surplus spending by 13% MoM.

Explaining Your Analytical Thinking Skills

Yet you don’t need to know multiple coding languages or analytics programs to show off your analytical skills. You can also show analytical thinking through how you describe your problem-solving methods and approach at work. 

• What do you first consult when solving a problem? Can you talk about any experience analyzing numerical results, looking at website analytics, etc.?
• What steps do you take to make sense of a problem? 
• Who or what do you consult to help you solve the problem?
• How do you test and iterate your solution?
• How do you reflect on your solution? What steps do you take after?

Showing Soft Analytical Skills on Your Resume

On your resume , you can describe your analytical skills in your job descriptions. Even if you’re talking about soft skills, you should include the impact your skills had. For example, as a writer, I might write something like:

• Performed competitive research analysis to identify three key improvement opportunities for our blog, leading to 10% traffic growth in two months
• Led brainstorming sessions to produce 30 new content ideas each month
• Conducted and shared analysis of top-performing content to inform future content strategy, leading to 20% MoM traffic growth

Log in to download a customizable resume template with examples of how to include analytical skills:

Showing Soft Analytical Skills in the Interview

In the interview , use the STAR method to show how you apply analytical skills and the impact your skills had. Again, even if you’re talking about soft skills, get specific about programs, tactics, or methodology you use when solving problems. This will give the interviewer a clear picture of how you work and problem-solve.

For example, you might be asked about your decision-making process at work. You can respond with something like:

My decision-making process usually starts with gathering all the information I know about the problem, whether that’s by researching, collaborating with other teams, or performing data analysis. Once I have a better understanding of the problem, I’ll then share this information with my coworkers and ask them to brainstorm with me. After that, I’ll perform a risk analysis of all of the solutions we brainstormed and make a final decision on the best path forward.

>>MORE: Analytical Skills Interview Questions (and Answers)

How to Improve Your Analytical Skills

Even though some technical skills are involved in analytical thinking, much of analytical thinking relies on your soft skills — which means it’s harder to know how to be a better analytical thinker. However, by understanding your current problem-solving process and asking others about theirs, you’ll start to hone your analytical skills.

Document Your Current Skills

It isn’t easy to assess your current skill level if you don’t know how you currently use analytical thinking, even in your everyday life. The next time you approach a problem, even something like figuring out what to wear to dinner with friends, ask yourself:

• What facts am I considering here?
• What research do I do? Do I ask anyone for help, and who?
• How do I brainstorm solutions?
• How do I make my final decision on how to move forward?
• Do I reflect on my decision-making skills after, and if so, how does that affect my future decisions?

To use the dinner example, maybe you consider factors like the weather and the restaurant’s dress code when deciding what to wear. You might look up the weather using an app and research the restaurant online to see what the vibe is. Then, maybe you pull out a few options and try them on to see what you’re comfortable wearing. 

This decision-making process might seem simple, but it’s a true skill! Improving your analytical skills starts with understanding how you uniquely solve problems. 

Network With Other Teams

Learning from people around you can help you identify the problems they’re working on and show you how they may solve problems. You might learn about new resources or tools, or even just methods and tricks they use at work.

“ Network with people in roles that you’re interested in,” Rice recommends. “I’ve connected with people on LinkedIn who are resources for me, internally at my organization I’ve had the opportunity to learn from our data science, data engineering, and business analytics team, and I also try to attend events or webinars that are geared towards analytics to build my knowledge and connections as well.”

Create Opportunities for Yourself

An analytical thinker will take in facts, do their research, brainstorm creative solutions, narrow down to the most logical one, and reflect on their solutions after the decision was made to learn for the next time. There’s no better way to improve your skills than to put yourself into situations where you need to exercise your analytical skills — whether that’s doing something simple like logic puzzles, or even putting yourself in a professional’s shoes and pretending you have to make a big company decision. Practice walking through these steps when you problem-solve and make a decision, whether big or small.

Lululemon Omnichannel Marketing

Use analytical thinking and creative thinking to create a marketing plan and product strategy.

Avg. Time: 2-2.5 hours

Skills you’ll build: Strategic and analytical thinking, project management, market research, user research, communication

Analytics at Work: The Bottom Line

Analytical skills help you dig into problems and come out with facts-based solutions. While some technical skills like data analysis and visualization are elements of analytical skills, there are also soft skills like creativity and communication that are essential to being an effective analytical thinker. 

No matter what kinds of analytical skills you have, show them off on your resume and in the interview by detailing your unique, informative analytical problem-solving process.

Image Credit: olia danilevich / Pexels

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Expert Tips for Highlighting Analytical Skills on Your Resume: 2024 Edition

In a data-driven world, your resume needs to keep up. Our 2024, recruiter-approved guide on embedding analytical skills in your resume includes which skills to list, synonyms to use, and 15+ examples.

2 years ago   •   12 min read

Analytical skills are an integral part of any job, be it a data analyst role or a senior management position. But what exactly are employers looking for when they ask to see analytical skills on your resume?

Analytical skills refer to your ability to break down problems and come up with appropriate solutions. These skills are useful in any field, but especially in roles involving science, data, engineering, or other tech-heavy processes. Typically, to show analytical skills, you need to describe a situation or a problem at a previous job, detail how you came up with a solution, and quantify the benefits of your solution. In other words, how did your solution benefit the company or project as a whole?

In this article, we’ll explain what the best analytical skills are to showcase on your resume, how to tailor your skills to each application, how to highlight specific analytical toolsets depending on your industry, and how to show analytical skills in each section of your resume.

Let's start with a quick "how to" before diving into exactly what analytical skills employers are looking for.

A step by step guide to demonstrating analytical skills on your resume

If you're applying for a job that requires strong analytical skills, you should:

• Think of a time when you had to analyze something and include examples in your work experience accomplishments. Be as specific as possible and include the results of your actions.
• Include a section for projects and other activities where you’ve used analytical skills.
• List any relevant degrees or other qualifications in your education section.
• Mention technical skills related to analysis in your skills section.
• Highlight analytical skills in your resume summary and cover letter.
• Use synonyms to avoid repeating “analyzed,” “analysis,” and “analytical skills.”

We'll go into each of those in a little more detail below, but first — what are employers actually looking for when they ask for analytical skills?

Analytical skills to list on your resume

If a job posting mentions analytical skills, that means the company is looking for applicants with abilities in:

• Problem solving
• Observation
• Data analysis
• Critical thinking
• Decision making
• Machine learning
• AI-driven data interpretation
• Deductive reasoning
• Forecasting
• Brainstorming
• Troubleshooting
• Predictive modeling
• Qualitative and quantitative analysis
• Organization
• Communication
• Feedback and reporting

How analytical skills are changing in 2024

With the rise of Machine Learning (ML) and Artificial intelligence (AI), traditional analytical roles are evolving to include these new and emerging skill sets. As AI and ML reshape conventional analysis methods and data-driven decision-making, modern recruiters expect to see experience with these types of tools for a variety of roles moving forward.

Studying modern AI and ML tools can help you update your resume and remain competitive, especially in technical roles. Consider investing in online learning, qualifications, and certificates to add these skills to your resume, as this will help your resume stand out in 2024, particularly for modern data-driven roles.

Should you still list analytical skills for non-technical roles?

It's important to mention analytical skills on your resume, even when applying for non-technical roles. In today’s diverse job market, roles in areas like marketing, human resources, and administration still benefit significantly from analytical thinking, even if it’s not directly a data-driven role.

Demonstrating your ability to analyze consumer trends, assess employee data, or manage complex scheduling shows versatility and critical thinking, and highlights your capacity to approach problems creatively, all of which are excellent transferable skills to highlight for any industry.

How to show analytical skills on your resume

Now that you understand what employers are looking for, how do you prove that you have what it takes?You can demonstrate analytical skills on your resume by giving examples of where you:

• Analyzed data to come up with solutions or improve processes
• Worked with numbers (i.e. show your numerical and quantitative abilities)
• Managed budgets or involved in organizational planning
• Designed processes, background research, etc.

In addition to the traditional work settings, it's important to showcase how you've used analytical skills in remote or hybrid work environments, as employers increasingly value candidates who can adapt their problem-solving skills to virtual settings. Highlight examples where you have successfully managed or participated in remote projects, used digital communication tools, or independently solved problems while working remotely.

Synonyms for analytical skills

Where do you begin when demonstrating analytical skills on a resume? With action verbs . These are the heart and soul of your bullet point accomplishments and the clearest way to tell recruiters what you actually did.

Starting with "analyzed" sounds like a no-brainer, and it should definitely be in there once or twice. More than that, however, and it’s likely to make a hiring manager's eyes start to glaze over. Try shaking it up with synonyms like:

• Interpreted
• Investigated
• Extrapolated

Where to put analytical skills on your resume

The best way to demonstrate any kind of soft skill is to scatter it throughout your resume — that way, instead of just saying, "I have great analytical skills" and leaving it at that, you're painting a picture of exactly what you bring to the table.

This means you should include analytical skills in your:

• Work experience bullet points
• Projects or additional section
• Education section
• Skills section
• Resume summary
• Cover letter

Here are some examples of what that should look like.

In your work experience section

The best place to include analytical skills on your resume is in your work experience section . Why? Because a) it’s the part of your resume recruiters pay the most attention to, and b) it shows how you’ve actually used those skills in a professional setting.

Include bullet point examples of times you’ve analyzed data, including what impact your accomplishment had on the company’s bottom line, as shown in the example below.

In a projects or additional section

Your resume doesn’t have to be limited to paid work experience. If you’ve completed significant personal or university projects, activities, competitions, or certifications , feel free to list these in a section titled “Projects,” “Other,” or “Additional Information.”For example:

In your education section

If you have a degree, major, or other qualification that could help demonstrate analytical skills, make sure you list it in your education section . This could include majors in computer science , engineering, mathematics, or statistics.

If you’ve taken courses or projects in AI, machine learning, or advanced data analytics, highlight these to demonstrate your understanding of current industry trends.  If you’re a recent graduate, you could also include minors or relevant coursework .

For example:

In your skills section

Technical skills like data visualization or engineering software , proficiency with standard techniques, programming languages, and other tools and frameworks can all go in the skills section of your resume, as shown in the example below.

Alongside traditional analysis tools, mention your proficiency with modern AI and machine learning software, visualization tools like TensorFlow or PyTorch, and any other modern data analysis frameworks you're familiar with to show that you’re up-to-date with current and emerging tools.

If you’re not sure of which technical skills to include on your resume, use the tool below to search for the job you’re applying for and it’ll give you a list of relevant skills. You can also upload your resume to the tool — it’ll perform a quick scan and tell you which skills are missing from your resume.

In your resume summary

When applying for roles involving data analysis, put your analytical skills front and center in your resume summary . Your summary should be 3-6 lines, including your key skills and experience related to data analysis. For an even better chance of getting past Applicant Tracking Systems (ATS) , include a resume title that matches the title of the job you’re applying for. For example:

In your cover letter

If you want to talk about your skills in a little more depth, your cover letter is the ideal place. Reinforce that you’re a good fit for an analysis-heavy role by expanding on how you’ve used your analytical skills, including the context, end result, and how you plan to use those skills in the position you’re applying for.

Here's an example:

During my internship with Airbus working with fluid mechanic technology I evaluated wind tunnel and flight test data in order to reduce external airframe noise emissions. The analysis that I conducted involved examining data under varying flight conditions and extracting useful information. At the conclusion of my internship, I was able to provide my group with recommendations for improving the model scale testing in the wind tunnel to make better predictions for the flight test outcomes. My work was part of the group’s task to provide continual improvements to the company’s commercial aircraft. I would be excited to use my analytical skills to improve hardware systems, especially early in their life-cycle at Raytheon, when recommendations can have a high impact and positive result for the end user.

Sample resume with analytical skills

Really need to emphasize analytical skills on your resume? Here's an example of what you should be aiming for:

You can download this resume template in Google Docs or as a Microsoft Word document.

Notice that not once does this example use the words “strong analytical skills.” Instead, it demonstrates these skills through previous experience, technical skills, appropriate qualifications, and the use of resume power words.

Get a free resume analysis

The best way to figure out if your resume conveys enough analytical skills is to upload it to the tool below — you'll get a confidential resume review, with a detailed analysis of your analytical skills.

Analytical skills bullet point examples

You don’t have to start from scratch when coming up with examples of resume accomplishments that demonstrate analytical skills. Here are some examples to help you get started:

Don't just say that you analyzed something — mention exactly what you did and what the results were.

Led the first major effort to A/B test the company's core sales landing page and optimize it for customer acquisition; resulted in a 18% increase in new customers.

You can always list hard skills in your Skills section, but it's even better if you can weave them into your bullet points as well.

Built Looker dashboard using data from MySQL and MongoDB to visualize core business KPIs (e.g. Monthly Recurring Revenue), saving 18 hours per week of manual reporting work.

What employers care about most is the bottom line, so if you made a measurable impact on your company, start with that.

Reduced signup drop-offs from 35% to 18% and increased user engagement by 20%, through a combination of hypothesis testing, segmentation analysis and machine learning algorithms.

Problem solving and critical thinking are essential components of analytical skills. Hiring managers aren't just looking for someone who can solve the problems presented to them — they want people who can seek out answers on their own.

Implemented crash reporter and used findings to fix three biggest causes of crashes; fixes reduced customer support calls by 30%.

Communication and analysis may seem like very different skills, but they often go hand in hand. The best employees are the ones with a healthy mix of hard and soft skills — things like teamwork, leadership, and communication.

Co-led task force to realize $1.62m annual savings; analyzed large sets of data to improve fixed and variable cost inputs and recommended additional invoice validation measures.

How to tailor your analytical skills to match the job description

Matching the skills you highlight on your resume with each specific job description is an essential part of showing a recruiter why you’re the right candidate for the job, and how your previous experience is relevant to their position.

Here's how to tailor your analytical skills to each job you apply for:

• Analyze the job description : Carefully read the job posting and identify any analytical skills specifically highlighted in the text. Employers often list specific tools, methodologies, or problem-solving approaches they prefer, so take note of these.
• Use relevant keywords : Look for keywords in the job description and use a keyword finder to generate a list of relevant words to include on your resume. Including these keywords not only shows that you have the specific skills a recruiter is looking for but also helps your resume get past Applicant Tracking Systems (ATS).
• Customize your experience : In your work experience section, emphasize aspects of your previous roles that align with these keywords and requirements. For example, if the job requires data visualization, highlight your experience with tools like Tableau or Power BI, and demonstrate your practical experience in contexts similar to what the job will entail.
• Highlight transferable skills : If you are switching industries or applying for a role that involves a different kind of analysis than you've done in the past, focus on transferable analytical skills like data interpretation, statistical analysis, or logical reasoning.
• Quantify your achievements : Whether discussing projects, specific tools, or transferable skills, use metrics to quantify your experience. For example, instead of simply saying that you “worked to improve the efficiency of your project’s marketing campaign” , write that you "Used statistical analysis to improve marketing campaign efficiency, resulting in a 20% increase in customer engagement."

How to highlight specific analytical tools on your resume

When applying for roles that require proficiency in specific analytical tools, it's crucial to highlight and mention the particular tools you have experience with. These tools are likely the exact tools you will be using in your new position, so it’s important to be specific about your experience with each one, even if you’re just a beginner.

• Split up your skills list: Dedicate a portion of your skills section to list the analytical tools you are proficient with, like Excel, SQL, Python, R, Tableau, SAS, or SPSS.
• Highlight your proficiency: Be specific about your level of expertise, such as beginner, advanced, or expert, and the projects you’ve used them in. Even if you are only a novice in a skill, it is worth including if it’s relevant to your application.
• Mention specific tools in your work experience bullet points: Directly mention tools in your work experience section, to demonstrate not just the particular tool but also how you have used it in a work context. For example, “Utilized Python and Pandas library for data manipulation and analysis in a market research project.”
• Describe specific projects and the scope of your skills : If you’ve worked on academic or personal projects that involved data analysis, describe the tools and software you used, the scope of your involvement, and the positive results. This showcases your practical application of these tools in real-world scenarios, even if you lack paid experience with these skills.

How to showcase analytical skills at different career stages

Whether you're just starting out, are mid-career, or are looking for senior positions, here are tailored tips to highlight your analytical skills effectively.

Entry-level candidates

For entry-level candidates, focus on educational and project experience, especially if you lack extensive paid work experience. You can highlight analytical skills you learned through university projects, internships, and relevant coursework and showcase your eagerness to learn and adapt by including relevant certificates or workshops.

Conducted comprehensive data analysis using Python during a university project, resulting in actionable insights to improve campus recycling programs.

Mid-level candidates

If you have a range of paid experience, provide examples of how you've applied specific analytical skills in your previous roles. Show your skill development by discussing how you've expanded your skill set over time, such as learning new data analysis tools or methodologies relevant to your field.

Leveraged data analytics to optimize supply chain processes, resulting in a 15% reduction in costs over two years.

Senior professionals

If you’re applying for a senior position, you want to demonstrate your leadership in analytical roles. Focus on how your analytical skills have contributed to strategic decision-making and leadership, and highlight the impact of your analytical skills on company goals, such as improving efficiency, increasing revenue, or driving innovation.

Guided a team in the implementation of advanced data modeling techniques, enhancing predictive capabilities by 25%.

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4 Ways to Improve Your Analytical Skills

• 07 Jan 2021

Data is ubiquitous. It’s collected at every purchase made, flight taken, ad clicked, and social media post liked—which means it’s never been more crucial to understand how to analyze it.

“Never before has so much data about so many different things been collected and stored every second of every day,” says Harvard Business School Professor Jan Hammond in the online course Business Analytics .

The volume of data you encounter can be overwhelming and raise several questions: Can I trust the data’s source? Is it structured in a way that makes sense? What story does it tell, and what actions does it prompt?

Data literacy and analytical skills can enable you to answer these questions and not only make sense of raw data, but use it to drive impactful change at your organization.

Here’s a look at what it means to be data literate and four ways to improve your analytical skills.

Access your free e-book today.

What Is Data Literacy?

Data literacy is the ability to analyze, interpret, and question data. A dataset is made up of numerous data points that, when viewed together, tell a story.

Before conducting an analysis, it’s important to ensure your data’s quality and structure is in accordance with your organization’s needs.

“In order to transform data into actionable information, you first need to evaluate its quality,” says Professor Dustin Tingley in the Harvard Online course Data Science Principles . “But evaluating the quality of your data is just the first step. You’ll also need to structure your data. Without structure, it’s nearly impossible to extract any information.”

When you’re able to look at quality data, structure it, and analyze it, trends emerge. The next step is to reflect on your analysis and take action.

Tingley shares several questions to ask yourself once you’ve analyzed your dataset: “Did all the steps I took make sense? If so, how should I respond to my analysis? If not, what should I go back and improve?”

For example, you may track users who click a button to download an e-book from your website.

After ensuring your data’s quality and structuring it in a way that makes sense, you begin your analysis and find that a user’s age is positively correlated with their likelihood to click. What story does this trend tell? What does it say about your users, product offering, and business strategy?

To answer these questions, you need strong analytical skills, which you can develop in several ways.

Related: Business Analytics: What It Is & Why It’s Important

How to Improve Your Analytical Skills

Analysis is an important skill to have in any industry because it enables you to support decisions with data, learn more about your customers, and predict future trends.

Key analytical skills for business include:

• Visualizing data
• Determining the relationship between two or more variables
• Forming and testing hypotheses
• Performing regressions using statistical programs, such as Microsoft Excel
• Deriving actionable conclusions from data analysis

If you want to provide meaningful conclusions and data-based recommendations to your team, here are four ways to bolster your analytical skills.

Related: How to Learn Business Analytics Without A Business Background

1. Consider Opposing Viewpoints

While engaging with opposing viewpoints can help you expand your perspective, combat bias, and show your fellow employees their opinions are valued, it can also be a useful way to practice analytical skills.

When analyzing data, it’s crucial to consider all possible interpretations and avoid getting stuck in one way of thinking.

For instance, revisit the example of tracking users who click a button on your site to download an e-book. The data shows that the user’s age is positively correlated with their likelihood to click the button; as age increases, downloads increase, too. At first glance, you may interpret this trend to mean that a user chooses to download the e-book because of their age.

This conclusion, however, doesn’t take into consideration the vast number of variables that change with age. For instance, perhaps the real reason your older users are more likely to download the e-book is their higher level of responsibility at work, higher average income, or higher likelihood of being parents.

This example illustrates the need to consider multiple interpretations of data, and specifically shows the difference between correlation (the trending of two or more variables in the same direction) and causation (when a trend in one variable causes a trend to occur in one or more other variables).

“Data science is built on a foundation of critical thinking,” Tingley says in Data Science Principles . “From the first step of determining the quality of a data source to determining the accuracy of an algorithm, critical thinking is at the heart of every decision data scientists—and those who work with them—make.”

To practice this skill, challenge yourself to question your assumptions and ask others for their opinions. The more you actively engage with different viewpoints, the less likely you are to get stuck in a one-track mindset when analyzing data.

2. Play Games or Brain Teasers

If you’re looking to sharpen your skills on a daily basis, there are many simple, enjoyable ways to do so.

Games, puzzles, and stories that require visualizing relationships between variables, examining situations from multiple angles, and drawing conclusions from known data points can help you build the skills necessary to analyze data.

Some fun ways to practice analytical thinking include:

• Crossword puzzles
• Mystery novels
• Logic puzzles
• Strategic board games or card games

These options can supplement your analytics coursework and on-the-job experience. Some of them also allow you to spend time with friends or family. Try engaging with one each day to hone your analytical mindset.

Related: 3 Examples of Business Analytics in Action

3. Take an Online Analytics Course

Whether you want to learn the basics, brush up on your skills, or expand your knowledge, taking an analytics course is an effective way to improve. A course can enable you to focus on the content you want to learn, engage with the material presented by a professional in the field, and network and interact with others in the data analytics space.

For a beginner, courses like Harvard Online's Data Science Principles can provide a foundation in the language of data. A more advanced course, like Harvard Online's Data Science for Business , may be a fit if you’re looking to explore specific facets of analytics, such as forecasting and machine learning. If you’re interested in hands-on applications of analytical formulas, a course like HBS Online's Business Analytics could be right for you. The key is to understand what skills you hope to gain, then find a course that best fits your needs.

If you’re balancing a full-time job with your analytics education, an online format may be a good choice . It offers the flexibility to engage with course content whenever and wherever is most convenient for you.

An online course may also present the opportunity to network and build relationships with other professionals devoted to strengthening their analytical skills. A community of like-minded learners can prove to be an invaluable resource as you learn and advance your career.

Related: Is An Online Business Analytics Course Worth It?

4. Engage With Data

Once you have a solid understanding of data science concepts and formulas, the next step is to practice. Like any skill, analytical skills improve the more you use them.

Mock datasets—which you can find online or create yourself—present a low-risk option for putting your skills to the test. Import the data into Microsoft Excel, then explore: make mistakes, try that formula you’re unsure of, and ask big questions of your dataset. By testing out different analyses, you can gain confidence in your knowledge.

Once you’re comfortable, engage with your organization’s data. Because these datasets have inherent meaning to your business's financial health, growth, and strategic direction, analyzing them can produce evidence and insights that support your decisions and drive change at your organization.

Investing in Your Data Literacy

As data continues to be one of businesses’ most valuable resources, taking the time and effort to build and bolster your analytical skill set is vital.

“Much more data are going to be available; we’re only seeing the beginning now,” Hammond says in a previous article . “If you don’t use the data, you’re going to fall behind. People that have those capabilities—as well as an understanding of business contexts—are going to be the ones that will add the most value and have the greatest impact.”

Are you interested in furthering your data literacy? Download our Beginner’s Guide to Data & Analytics to learn how you can leverage the power of data for professional and organizational success.

About the Author

10 Examples: What Are Analytical Skills?

By Status.net Editorial Team on June 17, 2023 — 10 minutes to read

Analytical skills are cognitive abilities that allow you to process, evaluate, and interpret complex information. These skills allow you to make data-driven decisions and solve problems effectively. In today’s fast-paced and data-driven world, having strong analytical skills is essential to excel in both personal and professional endeavors.

There are several components to analytical skills, such as critical thinking, data and information analysis, problem-solving, and decision-making. These components work in tandem to help you analyze various factors, uncover patterns or trends, and draw logical conclusions based on available data.

Here are some examples of analytical skills:

• Critical thinking: The ability to objectively evaluate information and form a reasoned judgment.
• Data analysis: The process of collecting, organizing, interpreting, and presenting data.
• Problem-solving: The capacity to identify issues, analyze potential solutions, and implement the most effective course of action.
• Decision-making: The process of choosing the most appropriate option among various alternatives based on relevant information.
• Research: The skill to gather information on a specific topic, interpret it and draw conclusions.

To showcase your analytical skills in a job application, emphasize instances where you have used these abilities to achieve positive results. Include metrics or specific examples that demonstrate the impact of your actions.

1. Critical thinking: “Analyzed complex data sets and objectively evaluated information to form a reasoned judgment, resulting in a 10% increase in sales revenue.”

2. Data analysis: “Utilized advanced data analysis techniques to collect, organize, interpret, and present data, resulting in a 20% reduction in operating costs.”

3. Problem-solving: “Identified issues in the production process, analyzed potential solutions, and implemented the most effective course of action, resulting in a 15% increase in productivity.”

4. Decision-making: “Made informed decisions by choosing the most appropriate option among various alternatives based on relevant information, resulting in a 25% increase in customer satisfaction.”

5. Research: “Conducted extensive research on market trends and customer preferences, interpreted the data, and drew conclusions that informed the development of new products, resulting in a 30% increase in sales.”

Related: Top Transferable Skills Every Company Wants

Analytical Skills Examples

Research and data analysis.

In your research and data analysis efforts, you can showcase your analytical skills by gathering relevant information, processing it, and drawing conclusions from the findings. For example:

• Conducting market research to identify trends and patterns
• Analyzing data to determine effectiveness of an advertising campaign
• Utilizing statistical software to evaluate data and make predictions

Critical Thinking

Critical thinking involves analyzing information, considering alternative viewpoints, and making informed decisions. Examples of using critical thinking skills include:

• Evaluating the pros and cons before making a decision
• Recognizing potential pitfalls or inconsistencies in a plan
• Identifying and questioning assumptions in an argument

Problem-Solving

Problem-solving requires identifying issues, generating potential solutions, and selecting the most appropriate course of action. Some examples of problem-solving skills in action are:

• Troubleshooting technical issues by systematically examining components
• Resolving customer complaints by finding mutually beneficial solutions
• Implementing new processes to increase efficiency and reduce errors

Communication

Effective communication is a vital analytical skill, as it enables you to convey your findings and ideas to others. Through clear and concise presentations, you can demonstrate your ability to:

• Summarize complex data in easy-to-understand formats
• Explain your thought process while reaching a decision
• Collaborate with team members to formulate plans and solve problems

Analytical Skills Examples for Different Industries

Analytical skills in marketing: resume paragraph example.

“I possess strong analytical skills that allow me to understand consumer behavior and trends. I have experience utilizing statistical analysis to identify patterns in customer preferences and target campaigns effectively. This knowledge has allowed me to segment audiences, set priorities, and optimize marketing strategies, resulting in increased ROI and customer engagement.”

Analytical Skills in Finance: Resume Paragraph Example

“With my financial analytical skills, I am able to manage budgets, analyze balance sheets, and forecast revenue growth. I have experience utilizing financial models to assess investment opportunities, evaluate profitability, and perform risk assessments. This skill set has enabled me to make informed decisions that impact my organization’s financial health, resulting in increased profitability and stability.”

Analytical Skills in Sales: Resume Paragraph Example

“My analytical skills allow me to interpret sales data, identify trends, and forecast future demand. I have experience planning targeted sales strategies, allocating resources efficiently, and increasing overall productivity in the industry, resulting in increased sales revenue.”

Analytical Skills in Website Management: Resume Paragraph Example

“I possess strong analytical skills that allow me to analyze user behavior and site performance to optimize the user experience. I have experience tracking website metrics and probabilities to identify areas for improvement, drive more traffic, and engage users more effectively.”

Analytical Skills in Science and Research: Resume Paragraph Example

“I possess essential analytical skills for designing experiments, interpreting data, and drawing informed conclusions. I have experience critically analyzing research findings and challenging existing models to drive innovation and advancements in my field.”

Demonstrating Analytical Skills

To showcase your analytical skills in your resume, include them in the Skills section as bullet points. Be specific, mentioning the particular analytical abilities you excel in. For instance:

• Data analysis
• Critical thinking
• Problem-solving

Next, incorporate your analytical skills within your Work Experience section. Use action verbs and quantify your accomplishments wherever possible. Here’s an example:

• “Analyzed market trends to increase sales by 20% in Q3”

Cover Letter

Your cover letter offers an opportunity to provide context and examples of how you’ve utilized your analytical skills in the past. Choose a specific experience or project to discuss, and demonstrate how your skills contributed to its success. For example:

“In my previous role as a Market Analyst at X Company, I employed my data analysis skills to identify business growth opportunities. I assessed customer feedback and sales data, allowing us to better target our marketing efforts and resulting in a 15% increase in customer satisfaction.”

Job Interview

During the job interview, be prepared to provide concrete examples of how you’ve applied your analytical skills. Use the STAR (Situation, Task, Action, Result) method to describe a particular scenario in which you demonstrated your abilities:

• Situation : Explain the context or challenge you faced
• Task : Describe the goal you were trying to achieve
• Action : Express the specific steps you took, emphasizing your analytical skills
• Result : Share the positive outcome achieved

For example:

“In my last position as a Financial Analyst, I was tasked with identifying cost-saving measures for our department. I meticulously reviewed budget reports and discovered discrepancies in vendor billing. By negotiating new contracts, we managed to save the company $50,000 annually.”

Developing and Enhancing Analytical Skills

Improving critical and analytical thinking.

To improve your critical and analytical thinking skills, start by questioning assumptions and evaluating the source of information. Expand your knowledge base by reading diverse materials and participating in discussions with individuals who have different perspectives. Utilize activities such as puzzles, brainteasers, and strategy games to challenge your brain further. Also, think critically about your own beliefs and decisions to foster self-awareness, humility, and open-mindedness.

Problem-Solving Techniques

Effective problem-solving techniques include breaking down complex issues into smaller, more manageable components and analyzing each independently. This approach allows you to systematically address challenges step-by-step. Additionally, brainstorm various potential solutions, considering both conventional and unconventional ideas. After identifying possible options, evaluate the pros and cons of each, and select the most viable ones to implement.

Related: Top Problem-Solving Skills for Today’s Job Market

The Role of Soft and Hard Skills

As you develop your analytical skills, it’s important to understand the roles of both soft and hard skills. Soft skills pertain to your interpersonal, communication, and collaborative abilities, which contribute to your overall effectiveness in the workplace. On the other hand, hard skills or technical skills refer to the specific capabilities you possess, such as programming, data analysis, or expertise in a particular software.

A well-rounded professional should have a combination of both soft and hard skills. To effectively analyze data, interpret findings, and solve complex problems, you need not only the technical expertise but also the communication and relationship-building skills to work with others.

In the context of analytical skills, examples of soft skills include critical thinking, problem-solving, and adaptability. These abilities allow you to see beyond the numbers, identify patterns, and anticipate how changes in one area may affect another. Additionally, communication and collaboration skills are key for working in a team setting, understanding different perspectives, and finding the best solution. Related: What Are Soft Skills? (and How to Showcase Them)

Examples of hard skills related to analytical skills include data processing, statistical analysis, and experience with analytical tools like Excel or SQL. These technical abilities enable you to gather, process, and analyze data more efficiently and accurately, helping you produce valuable insights for your team and organization. Related: Technical Skills Examples for Resume and List of 21 Important Technical Skills (with Examples)

To showcase your analytical skills in a job application, consider mentioning specific instances where you applied your analytical abilities, such as solving a complex issue or improving a process through data-driven insights. Provide examples that demonstrate your proficiency in relevant technical tools or software.

The Importance of Analytical Skills in the Workplace

As an employee, your ability to process and interpret information allows you to make well-informed decisions, spot trends, and tackle complex problems.

One of the key aspects of analytical skills is decision-making . In any job, your ability to make sound decisions in a timely manner will contribute to your success. By breaking down complex information and identifying patterns, you can draw from a rich pool of knowledge and make confident choices that benefit both your team and your organization.

As you hone your analytical skills, you’ll understand more effectively how to process the deluge of information present in today’s work environment. Whether you’re dealing with data, reports, or research, your ability to extract meaningful insights will allow you to add value to projects and deliver results that have a tangible impact.

Related: Effective Decision Making Process: 7 Steps with Examples

Frequently Asked Questions

What are some common examples of analytical skills.

Some common examples of analytical skills include: problem-solving, critical thinking, data analysis, decision-making, systems thinking, research, attention to detail, and forecasting. These skills allow you to effectively gather, interpret, and apply information to understand complex situations and make well-informed decisions.

How do you demonstrate analytical skills in a job interview?

During a job interview, you can demonstrate your analytical skills by:

• Sharing specific examples of how you used analytical skills to solve a problem or make a decision in your past work experiences.
• Highlighting projects or tasks where you had to analyze data, identify patterns, and derive conclusions.
• Discussing tools and techniques you have used for data analysis, such as spreadsheets, statistical software, or analytical frameworks.
• Explaining your thought process in real-time when answering situational or problem-solving interview questions.

What are the key differences between analytical skills and critical thinking?

Analytical skills involve techniques for gathering, organizing, interpreting, and drawing conclusions from data and information, while critical thinking is a broader skill that includes the ability to question assumptions, evaluate arguments, and make informed judgments based on evidence and sound reasoning.

How do analytical skills benefit workplace performance?

Analytical skills can improve workplace performance by:

• Enhancing decision-making processes, leading to more informed and effective choices.
• Identifying patterns and trends in data that can inform future planning or strategies.
• Improving troubleshooting and problem-solving abilities, helping to resolve issues more efficiently.
• Increasing innovation and creativity by encouraging systematic exploration of ideas and synthesis of new insights.

Which professions require strong analytical skills?

Professions that often require strong analytical skills include: data analysts, finance professionals, business analysts, marketers, economists, scientists, engineers, healthcare professionals, and project managers. However, analytical skills can be valuable assets in virtually any industry and role, as they are crucial for problem-solving and effective decision-making.

What are some effective ways to develop and enhance analytical skills?

To develop and enhance your analytical skills, consider the following:

• Engaging in activities that require data analysis, such as working on projects, participating in clubs or organizations, or volunteering in relevant fields.
• Taking courses or attending workshops on subjects like statistics, logic, data visualization, and related topics.
• Practicing problem-solving techniques, such as breaking down complex issues into smaller components or using models and frameworks to guide your thinking.
• Seeking feedback on your work and learning from experience, as well as observing and learning from professionals with strong analytical skills.
• Top Problem Solving Skills for Today's Job Market
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Analytical and critical thinking skills, why employers want these skills, examples of how analytical or problem solving skills can be developed or evidenced, final thought....

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We all solve problems on a daily basis, in academic situations, at work and in our day-to-day lives.  Some of the problems that are typically faced by students include: 

• Putting together an argument for an essay
• Dealing with an awkward customer when working part-time in a shop or restaurant
• Thinking about how you are going to manage your budget to keep you going until the end of term
• Working out why your printer won’t respond
• Developing a strategy to reach the next level of a computer game.

Any job will also bring problems to be faced. It is important to show to a recruiter that you have the right skills to resolve these problems, and the personal resilience to handle the challenges and pressure they may bring. You need to be able to: 

• Evaluate information or situations
• Break them down into their key components
• Consider various ways of approaching and resolving them
• Decide on the most appropriate of these ways

Solving these problems involves both analytical and creative skills . Which particular skills are needed will vary, depending on the problem and your role in the organisation, but the following skills are key to problem-solving:

• Lateral Thinking
• Logical Reasoning
• Persistence 

Analytical and critical thinking skills help you to evaluate the problem and to make decisions. A l ogical and methodical approach is best in some circumstances: for example, you will need to be able to draw on your academic or subject knowledge to identify solutions of a practical or technical nature.  In other situations, using creativity or l ateral thinking will be necessary to come up with ideas for resolving the problem and find fresh approaches  Not everyone has these two types of skills in equal measure: for this reason, team working is often a key component in problem-solving. Further skills, such as communication, persuasion and negotiation , are important in finding solutions to problems involving people.

Whatever issue you are faced with, some steps are fundamental: 

• I dentify the problem
• D efine the problem
• E xamine the options
• A ct on a plan
• L ook at the consequences

This is the IDEAL model of problem-solving.  The final stage is to put the solution you have decided on into practice and check the results. 

Any workplace, project or task will have challenges or obstacles which need to be overcome. If an organisation employs people who are adept at solving problems at all levels, it reduces the need for complex chains of command or lessens demand on managers' time. In short, it will help save time and therefore money.  Analytical skills are perhaps becoming increasingly important; we are all bombarded with huge amounts of information every day. Being able to quickly yet comprehensively identify and evaluate the most important or relevant information for the organisation or your specific job role will be an increasingly useful skill. 

• Leisure activities (e.g. chess, logic games, computing).
• Overcoming obstacles to achieve an ambition or goal.
• Working in a customer environment and resolving complaints, particularly in situations where there is no protocol.
• Research (e.g. for essays or projects, or within the workplace).
• Particular achievements in the workplace (e.g. devising new working practices to improve efficiency, information systems development, diagnosing and rectifying faults or issues).
• Creative solutions to coursework problems.
• Identifying appropriate source material for assignments. 

A large cosmetics company had a problem in that some of the soap boxes coming off the production lines were empty. The problem was quickly isolated to the assembly line, which transported the packaged boxes of soap to the delivery department: some soap boxes went through the assembly line empty. The management asked its engineers to solve the problem. They spent much time and money in designing a machine with high-resolution monitors manned by staff; to scan all the boxes on the line to make sure they weren't empty.  A workman hearing about this, came up with another solution. He got a powerful industrial fan and pointed it at the assembly line. As each soap box passed the fan, the empty boxes were blown off the line. Moral: the simplest solution is usually the best!

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• Last Updated: Jan 15, 2024 1:11 PM
• URL: https://libguides.wigan-leigh.ac.uk/Employability_Skills

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What Are Analytical Skills? (Definition, Examples, And Resume Tips)

• What Are Hard Skills?
• What Are Technical Skills?
• What Are What Are Life Skills?
• What Are Social Media Skills Resume?
• What Are Administrative Skills?
• What Are Analytical Skills?
• What Are Research Skills?
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• How To Delegate

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Summary. Analytical skills are used to assess situations and make plans to overcome obstacles, usually in structured, logical ways.

There are a few skill sets that are important to hone no matter what industry you work in, and analytical skills are one of those.

In this article, you’ll learn about several different types of analytical skills, how to highlight them when applying for a job, and how to improve your analytical skills.

Key Takeaways

Analytical skills are necessary for figuring out how to overcome obstacles and make wise decisions.

Some examples of analytical skills are data analysis, research, critical thinking, communication, problem-solving, visualization, and creativity.

You should highlight your analytical skills on your resume , in your cover letter , and during your interviews.

It’s important to work to grow your analytical skills throughout your career.

Types of Analytical Skills

Additional analytical skills, examples of how to showcase your analytical skills, examples of resumes that showcase analytical skills, example of analytical skills in a cover letter, examples of analytical skills in a job interview, examples of analytical skills on the job, how to improve your analytical skills, analytical skills faqs, final thoughts.

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Analytical skills are the qualities you possess that help you to assess situations rationally, create effective plans, and overcome obstacles. Analytical thinkers can separate themselves from their emotions in order to work effectively. They usually utilize a process to break down large problems into smaller issues to tackle.

There are a variety of traits and abilities that fall under the heading of strong analytical skills. Drawing attention to your strengths in analytical thinking can grab an employer’s attention, and land you an interview or a promotion.

Some analytical skills may be more relevant to your field than others. Take some time to consider which qualities will be the most valuable to your potential employers. Below are some great examples of important analytical thinking that hiring managers look for on your resume .

Data analysis. Taking in information, making sense of it logically, and using it to the best of your abilities is an important step in making calculated decisions.

Having impressive skills in data analysis greatly supports analytical thinking. Considering they share a root word in common, it makes sense that these skills rely on each other.

Data analysis could mean very different things for varying occupations.

If you work for a retail company, it could mean:

Examining quarterly clothing sales

Considering why the numbers are what they are, and if that’s satisfactory

Researching possibilities for how to increase revenue

Make decisions about whether to stay on the current trajectory or make changes to increase sales

Following-up

If you own a blog , it could mean:

Reading your website’s Google Analytics for each post

Determining increases or decreases in traffic and why that may be

Including traffic data points in a spreadsheet to consider trends

Coming up with strategies to boost website traffic based on success trends

Continually updating analytic data

Research . Conducting worthwhile research is very important in building viable solutions. Once you’ve noticed an issue or a way things could be done better, you must look for solutions towards improvement.

That depends on research. Luckily, we live in the age of the internet. Quite literally, we have a world of information available at our fingertips. You’re living proof of this — just look at what you’re doing right now by reading this article.

Carrying out research on important analytical skills, in order to improve your resume and employee profile. Using detailed research in your work style enhances your analytical problem-solving process.

Research involves:

Utilizing reliable resources

Fact-checking

Having an informational goal in mind

Attention to detail

Staying focused

Organizing data

Effectively presenting results

Critical thinking . Critical thinking is the boat that keeps the rest of your analytical skills afloat. It’s largely about having logic and reason at work.

It also involves always being open to learning more. Critical thinkers draw practical connections to further a company’s success. This is an extremely valuable skill for employers because critical thinkers can:

Determine why issues arise

Assess the strengths and weaknesses of a particular strategy

Deciphering complex issues into smaller steps

Develop logical plans

Efficiently solve problems

Articulate their thinking to others

Communication . You may have the ability to deep-dive into research and think critically about the results. However, this isn’t very helpful without being able to accurately translate these findings to others.

Communication is key to developing workplace relations and completing projects productively. Throughout the analytical problem-solving process, be sure to keep your co-workers and supervisors in the loop about everything you’re doing and the conclusions you’re drawing. They could have input that affects your course of action or expands on your ideas.

Communication skills involve:

Friendliness

Emotion control

Listening to others

Asking questions

Accepting and returning feedback

Paying attention to non-verbal communication

Coordination

Presentation

Following-up on past interactions

Problem-solving. Problem-solving skills may sound synonymous with analytical, but really, it’s just another skill involved in the analytical process. Employers seek to hire applicants who are adept at problem-solving to handle any unexpected circumstances or issues.

After identifying an issue and conducting proper research, brainstorming potential solutions is next. You use problem-solving abilities to organize all the information you’ve uncovered to produce a logical plan for action.

Problem-solving skills involve:

Active listening

Data analysis

Consulting multiple sources

Strong communication

Formulating strategy

Time management

Interpersonal skills

Decision-making

Visualization. One of the traits that make for a strong analytical thinker is a visualization for an end goal. Having a clear vision in mind is necessary for creating a plan that works well. After all, you have to know what outcome you’re looking for to analyze whether it was successful later.

Without an objective, your research and strategy can become disorganized. Throughout the analytical process, keeping your original goal in mind can make your analytical work more productive.

Goal visualization involves:

Taking data into account

Acknowledging your team’s strengths and weaknesses

Deciding what your team’s overall goal is

Discussing the best routes for achieving this objective

Creativity . Creative thinkers have the ability to formulate new ideas and ways of doing things. This can be extremely productive when using analytical reasoning skills.

A large component to coming up with effective solutions to problems that involve innovation. Creative employees make groundbreaking improvements from problems.

Creativity involves:

Imagination

Keeping goals in mind

Problem-solving

Experimentation

Transforming ideas into action

Other useful analytical skills include:

Time-Management

Recognizing achievements

Providing feedback

Computer skills

Clarification

Organization

There are four main ways to showcase your analytical skills as part of your job search :

On your resume

In your cover letter

In a job interview

47 Martin Ln. Orlando, FL , 44587 (771)-409-3376 [email protected] Shelby Malcolm Passionate and creative graphic designer with 4 years of experience and a B.A. in Design. Strong communication and problem-solving skills. SKILLS Adobe Photoshop Adobe Illustrator Proficient in Inkscape Creative Dependable Fast learner Problem-solving EXPERIENCE Ecosphere Design Lab, Orlando, FL — Graphic Designer March 2018 – PRESENT Outlining design concepts Coordinating with a team of 6 Direct client requests Illustration Considering industry trends Creating a range of ideas Promoted from Junior graphic designer after the first six months Innovation Graphics, Orlando, FL — Junior Graphic Designer January 2015 – January 2018 Communicating with clients Providing customer service Brainstorming idea for advertisements and logos Utilizing revision when needed Awarded a salary increase of 2% after the first year EDUCATION The University of Tampa, Tampa, FL — B.A. in Design August 2011 – May 2015

Jacob Jones 912 W Evans St. Sedona, AZ , 98211 (398)-197-1126 [email protected] LinkIn.com/in/JacobJones Organized and meticulous social media manager with 5+ years of experience. B.A. in Human Studies from the University of Arizona. Strengths in interpersonal skills and branding. Professional Experience Liberty Public Relations , Sedona, AZ Social Media Manager September 2017-Present Scheduled and coordinated meetings Interacted directly with clients Coordinated with marketing teams Manager profiles for several prominent clients Created detailed plans for success with milestones of completion Handled arising PR issues Awarded $2,500 bonus after the first year Gold Star Media Management , Sedona, AZ Social Media Marketing Intern, June 2016– August 2017 Memo creation and direction Email management Organizing social media post schedules Analyzing post success Collaborated on a team to design branding Aided in brand creation for up-and-coming companies Skills Social media Marketing Branding Google analytics HTML Attention to detail Critical thinking skills Adaptable Education University of Arizona, Tucson, AZ BA in Human Studies, May 2016 GPA: 3.5 out of 4.0

Nicholas Phillips Flexible and outgoing investigative journalist . Possess a Bachelor’s in English and a Masters in Journalism. Strong skills in creative thinking and problem-solving. 22 Main St. Houston, TX , 23014 (129)-828-1192 [email protected] NicholasPhillips.com EXPERIENCE XYZ News Channel, Houston, TX — Investigative Journalist April 2016 – PRESENT Search out newsworthy stories Conduct relevant research Communicating with co-workers and sources Fact-checking Interviewing subjects Developing story outlines Adhering to journalistic integrity Promoting the success and viewership of XYZ Awarded with two raises totaling $16,000 Houston Local News, Houston, TX — Journalist January 2014-April 2016 Thinking creatively to discover eye-catching stories and events Gathering information and subjects via extensive research Assessing lead quality Meeting set deadlines Coordinating with team of 10 Networking to establish working relationships Around Town Quarterly, Houston, TX — Journalist Intern June 2013- January 2014 Assisting in administrative work Conducting assigned research for topics Contributing to weekly brainstorms Editing and proofreading Assisting in interviews EDUCATION The University of Texas, Austin, TX — Master’s in Journalism September 2011 – June 2013 The University of Tennessee, Knoxville, TN– Bachelor’s in English August 2007-May2011. SKILLS Research Writing Bilingual Presentation Integrity Flexible Sociable LANGUAGES Fluency in English and Spanish

During my time as a Marketing Manager for XYZ Inc., I made it my mission to cut the budget while still growing our digital marketing presence. By recognizing that 80% of our traffic was coming from 20% of our content creators, I made the decision to cut our writing staff down significantly. What we saw was a 70% drop in spending on content creation, while traffic grew by an average of 24% monthly. Other accomplishments from this role include: Performed competitor keyword research to increase our organic reach by 29% YoY Developed a website design in tandem with product team and based on user feedback to increase engagement by 76% Identified and implemented best practices for email marketing and affiliate campaigns to increase conversion rates by 15% and revenue by 11%

In a job interview, you’ll hear a lot of questions designed to test your analytical skills. Let’s go over a couple of common interview questions , along with example answers that clearly highlight your supreme analytical powers:

For me, it’s all about maximizing both efficiency and effectiveness. I independently track how much time each of my tasks takes, and what the return on that time investment is. For example, when my team had to code a whole new content cluster using a wildly different style than our home page , I started by assessing which features were most sought after by users. I then implemented those changes and used A/B testing to determine the effectiveness. I found that adding trailing social engagement buttons along the left-hand side of the page upped engagement by over 20%, and it was a relatively simple thing to do. When you see that a huge chunk of your results come from small changes, it becomes easier to prioritize and identify the successful things you’re doing.

When I’m facing a problem I haven’t seen before, my first step is research. Whether that means looking online for tutorials covering the topic or speaking to an expert in the company, fact-finding is critical. Then, I like to implement imperfect changes — I say “imperfect” because I find many people suffer from “analysis paralysis.” Instead, I’m happier to put out the minimal viable product and iterate from there. A lot of the time, the issues you expect from a problem never arise, and ones you never consider crop up unannounced. That’s why I feel more comfortable having an actual product to tweak and perfect, rather than trying to find the perfect solution the first time.

Whether you’re hoping to earn a promotion or leverage your analytical skills into a new job, one of the best ways to showcase your analytical skills is to let others do it for you. By that we mean you should make it so clear that you’re an analytical juggernaut at work that your supervisors recognize it as your stand-out trait.

In practice, that can take a few different forms. Here are some examples of how you can show off your analytical skills in your work:

Take on leadership roles.

Volunteer for assignments that give you a chance to hone and show off your capacity for analysis.

Go out of your way to improve an inefficient or ineffective process.

There’s not a job out there that doesn’t utilize and benefit from analytical skills. Go out there and identify problems, offer solutions, and be critical with your evaluations. That’s how you wind up with a letter of recommendation that touts your ability to analyze situations effectively.

An employee with keen analytical skills has a bright future ahead of them. No matter what field or industry you work in, developing your analytical skills can help you achieve your career goals.

To improve your analytical skills:

Take tests. There are tons of free resources online for testing your analytical skills and ability to think critically. These are often math- or logic-based, and they can help train your brain to approach problems strategically.

Step into leadership roles. Leaders need a whole host of attributes to succeed , but analytical skills are a critical part of the job. Look for opportunities to lead projects to put your analytical skills to the test.

Play games. Not just any games, though. Think logic games like Rubik’s Cubes, Sudoku puzzles, and Chess. These games will strengthen your analytical skills while having fun. Plus, studies have shown that engaging in cognitively stimulating activities like these reduces your risk of cognitive decline and dementia.

Enroll in classes. It doesn’t even really matter what subject you choose to study, although if your goal is career growth, it should pertain to your job in some way. The important part is that when you’re learning new things, you’re forcing your brain out of its cognitive comfort zone.

Find a mentor . This is good advice regardless of what skills you’re trying to develop. A mentor in your field who has successfully weathered the challenges of your role is like a cheat code for strengthening your analytical skills.

Become a close reader. If you remember close reading from your high school English class, you’re probably groaning right now. But it turns out that was one of the truly valuable strategies you were taught in school.

You don’t need to be reading a text to be a close reader . When you watch movies and shows, see an advertisement, or listen to a politician’s speech, do your best to read between the lines. Look for plot holes, assess why an ad is effective (or not), and pay attention to what the politician isn’t saying.

What are examples of analytical skills?

Some examples of analytical skills include:

Critical thinking

Communication

Visualization

What type of skills are analytical skills?

Analytical skills are soft skills that allow you to collect and analyze information in a way that allows you to solve problems and make decisions well.

You use analytical skills in your daily work tasks, when you’re making schedules, and when you’re making important management decisions, to give just a few examples.

How do you say you have good analytical skills?

You say you have good analytical skills by providing examples of times you used your analytical skills. You can do this in your resume, in your cover letter, and during your interview. You can also showcase your analytical skills while you work.

What jobs use analytical skills?

Some jobs that use analytical skills include software engineer, cybersecurity analyst, and accountant. Many people in the finance, technological, and scientific industries use analytical skills in their day-to-day roles.

Analytical skills are useful in a variety of roles and positions, across a variety of industries. You can showcase your experience with them on your resume by listing specific examples of times that you have solved problems or addressed situations using analytical skills.

Harvard Business School Online – 4 Ways to Improve Your Analytical Skills

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Sky Ariella is a professional freelance writer, originally from New York. She has been featured on websites and online magazines covering topics in career, travel, and lifestyle. She received her BA in psychology from Hunter College.

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Skills and competencies

Analytical skills: the ability to make sense of data.

Abigail Lewis

2 Aug 2023, 08:27

Graduates who demonstrate their analytical thinking during a job interview or assessment centre will stand out from other candidates.

What are analytical skills?

Here’s a simple definition for analytical skills: they are the ability to work with data – that is, to see patterns, trends and things of note and to draw meaningful conclusions from them. (Note: contrary to popular opinion, data includes information and facts of all types, not just statistics.) This analysis is then used to solve problems, to make business decisions or to provide recommendations to colleagues, clients and bosses.

The competency is essential to business success. It’s not surprising, then, that ‘strong analytical skills’ is frequently listed as an essential requirement on graduate job descriptions, person specifications and job adverts. The good news is that if you have completed a degree you will have honed your analytical skills. All degrees are designed to develop critical thinking, which is, for all intents and purposes, analytical skills by another name.

Short on time? Watch our quick guide to analytical skills

Spend a minute with our targetjobs expert to discover:

• what it really means to have analytical skills
• how your analytical abilities might be assessed throughout the recruitment process (applications, interviews and assessment centres)
• how you may have already developed your analytical skills.

Are you analytical in the right way for the job?

Different degree subjects give experience of different types of information. English literature students, for example, read texts critically to form a qualitative argument or analyse the reliability of sources, while engineering students often use the quantitative results from models to further their experiments or research projects.

Different sectors and professions, too, will use information differently. A candidate well versed in qualitative research may be short on examples that will convince recruiters that they are sufficiently numerate to work confidently with lots of quantitative data. However, many of the analytical skills tests interviewers use aren’t based on your previous experiences but on how you perform then and there, and there are ways to develop your analytical skills further (see below).

How are your analytical skills likely to be tested in your graduate job application?

Online aptitude tests , often the second stage of the application process, assess your ability to analyse a situation and make a judgement. Situational judgement tests (SJTs), numerical tests and inductive reasoning tests are the most likely to focus on your analytical skills. Our commercial partner AssessmentDay has a number of free and paid-for practice tests available for graduates.

What interview questions will you be asked about analytical skills?

It’s possible that you may be asked directly about your analytical skills at interview, such as:

• Give an example of a time when you used analytical skills
• What experience do you have analysing data?
• When have you made a decision based on data?

However, for graduate and entry-level jobs, it is much more likely that your analytical skills will be assessed via an assessment centre exercise or a job-related task (see below) rather than via an interview question. This is because it is easier for a recruiter to assess your analytical skills when you are actually demonstrating them, instead of just talking about them.

Having said that, your analytical skills may be being partially assessed if you are asked a competency-based interview question about solving a problem. For example:

• Give me an example of your lateral thinking.
• Give me an example of a time when you ran into an unexpected obstacle on a project. What did you do?
• Give me an example of a difficult problem you had to solve outside of your course. How did you approach it?
• Tell me about a time you worked through a problem as a team.

To demonstrate your analytical skills when answering these sorts of questions, you will need to explain how you completed a realistic assessment of the situation, and explored and evaluated options.

You might also be asked commercial awareness or hypothetical interview questions that call on your analytical skills. These will vary according to the job, but could include:

• What do you think is the biggest challenge facing us in the next 12 months? (You will need to have analysed the company’s performance and business plans, have an idea of its competitors and have a sense of how the economy and wider political events could affect the business.)
• What would you do if there was conflict between team members you were managing? (This is most likely to be asked in interviews for trainee management jobs. You will need to show that you can analyse the motivations and behaviour of the people involved in conflict.)
• How do our products compare to those of our competitors? (This is most likely to be asked in interviews for consumer goods and retail jobs; you need to have analysed the market to answer this well.)
• If you had £100m, where would you invest it? (This is most likely to be asked in interviews for finance and investment jobs. You will need to show that you have analysed the current financial situation and the behaviour of the markets.)

To answer these questions well, you will need to undertake an analysis of the scenario in question.

What analytical skill examples can I give at interviews?

As mentioned above, it is much more likely that you will be asked a question that uses your analytical skills rather than be asked to cite an example of it. In these situations, the best way to demonstrate your analytical skills is to explain your thought processes as you answer the question: show off your logical approach and critical thinking abilities.

Yet, there may be times when you are asked about them directly. Or perhaps you want to support your answer to interview questions such as ‘Why would you be successful in this job?’ , ‘What are your strengths?’ and ‘Tell us about yourself’ by providing examples of your analytical skills. In these cases, here are just a few examples of when you could have developed analytical abilities:

• Completing degree modules requiring statistical analysis or quantitative/qualitative research (eg running surveys)
• Completing degree modules requiring close analysis of source material
• Undertaking an online course on data analysis, business awareness or a similar topic
• Running a social media account (working out which posts received the highest level of engagement and adjusting your content plan accordingly is a great example of putting analytical skills into practice)
• Planning a gap year or travel itinerary (where you might have had to analyse different travel options to find the best one for you)
• Weighing up between two or more options (eg deciding on your university course)
• Undertaking competitor analysis tasks as part of work experience or an internship (eg if asked to evaluate the company's products or services against those of their key competitors).

What exercises could be used to assess analytical skills at an assessment centre or job interview?

At an assessment centre, analytical skills are most likely to be tested via a case study exercise, either in a group or individually. It’s likely that you will be given a dossier of information and you will need to assess the contents and use it to make recommendations to a client.

Your analytical thinking will also be on show if you are asked to give a presentation : the assessors will be interested in what information you choose to include and how you structure it.

Other analytical skills tests will vary according to the role and the employer. For example, it is common for aspiring solicitors to be given what’s known as an ‘article interview’. Candidates are supplied with some written information, such as a newspaper article, and are then asked questions on it in their interview. The analytical skills of would-be engineers, meanwhile, are usually tested by being given a technical problem (such as, in civil engineering, being asked to design an element). A candidate for a software engineer or programmer job might be asked to find errors in a piece of code or to write a product specification for a hypothetical client. An aspiring data analyst, meanwhile, might be asked to evaluate different software tools in advance and be asked to present their findings in an interview.

How is data analysis used in different jobs?

The way in which graduates use their analytical skills – and the types of decisions that they will make or contribute to – will vary considerably according to their profession. For example:

• Solicitors use analytical skills throughout their career, whether to work out how legislation and case law affects a client’s transaction, to judge if something is a relevant piece of evidence, to explain situations to clients, to assess whether contractual obligations have been reneged upon or to research the background of a case.
• Marketing executives most often use analytical skills to assess customer research and the performance of marketing campaigns – that is, to discern what is popular and to forecast future trends, using a range of metrics (such as social media interactions) and data tools (such as Google Analytics).
• Data analysts can find work in a range of sectors, including consulting, retail and marketing, but the role is often technology-focused and requires a computer science or statistics-based degree. As well as analysing and interpreting data, much of the role involves presenting it in an understandable format for non-technical colleagues or clients.
• Insurance underwriters take into account demographic data and financial models to decide whether to accept an application for insurance cover.

Analytical skills versus problem-solving skills: is there a difference?

Analytical skills are closely aligned with problem-solving skills and the two are often conflated in person specifications, but in fact they are separate and distinct sets of competencies. Sound analysis of a situation is an essential stage of problem solving, but you can use analytical thinking for purposes other than solving a problem: for example, by forecasting the likelihood of future events.

targetjobs editorial advice

This describes editorially independent and impartial content, which has been written and edited by the targetjobs content team. Any external contributors featuring in the article are in line with our non-advertorial policy, by which we mean that we do not promote one organisation over another.

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Analytical Thinking vs Problem Solving: A Comprehensive Comparison

Analytical thinking and problem solving are crucial skills in various aspects of life, including personal and professional situations. While they may seem interchangeable, there are distinct differences between the two. Analytical thinking focuses on breaking down complex information into smaller, manageable components to understand a situation and evaluate alternatives effectively. On the other hand, problem solving involves devising practical solutions to overcome challenges or resolve issues that arise in daily life or the workplace.

Both analytical thinking and problem-solving skills contribute to making well-informed decisions, managing risks, and achieving success in various areas of life. By understanding these skills’ distinctions and applying them effectively, individuals can enhance their performance in the workplace, handle complex situations with ease, and make better choices in their personal lives.

Key Takeaways

Understanding analytical thinking.

Nature of Analytical Thinking

Analytical thinking refers to a mental process in which a person systematically breaks down complex problems or situations into smaller, manageable components. This enables the identification of essential elements and their relationships, leading to an effective solution. Analytical thinkers excel in identifying patterns, interpreting data, and drawing conclusions based on factual information. Unlike reactive problem-solving, which focuses on finding immediate remedies, analytical thinking is strategic in nature, seeking long-term solutions by addressing the root causes of a problem.

How Analytical Thinking Works

The process of analytical thinking unfolds in several stages:

It is important to note that analytical thinking is not solely reserved for mathematicians or scientists but is a valuable skill applicable to a wide range of disciplines and professions. From business analysts, who require analytical thinking and problem-solving skills to identify and implement changes, to daily decision-making in personal lives, analytical reasoning plays a vital role in successfully navigating through various complexities.

Significance of Problem Solving

Features of problem solving.

Problem solving is an essential skill that helps individuals and organizations tackle challenges effectively. Problem-solving skills enable individuals to identify problems or obstacles, analyze the situation, and find appropriate solutions. These skills include critical thinking, analytical reasoning, decision-making, and learning from the process. People with strong problem-solving abilities can better cope with stress, handle risk, and adapt to change in a fast-paced environment.

Process of Problem Solving

By sharpening problem-solving skills and employing an organized thinking process, individuals can enhance their abilities to overcome challenges and make informed decisions, leading to personal and professional growth.

Comparing Analytical Thinking and Problem Solving

Similarities, differences.

Analytical thinking often focuses on dissecting a situation or a problem, looking for underlying patterns, and finding ways to logically deduce solutions. On the other hand, problem solving might require a combination of analytical and creative thinking, especially when faced with novel or ambiguous challenges. Problem solvers often need to develop unique strategies and evaluate alternative solutions before settling on the most effective approach.

Ways to Improve Both Techniques

Developing analytical thinking.

Another useful approach is to focus on communication and the art of listening. Active listening enables a better understanding of various perspectives and leads to well-informed decisions. Moreover, discussing complex topics can strengthen one’s ability to analyze and evaluate information effectively.

Collaborating with others can also help individuals enhance their analytical thinking skills. By working together, people can build on each other’s strengths and overcome challenges. Additionally, they can exchange ideas and learn from different viewpoints, which may lead to innovative solutions.

Enhancing Problem Solving Skills

Finally, don’t shy away from seeking feedback from peers and mentors. Constructive criticism can highlight areas for improvement and further facilitate the development of both analytical thinking and problem-solving skills. Remember, the key to growth lies in continuous learning and adapting to new situations with confidence and clarity.

Importance in Workplace and Career Success

Relevance in the workplace, implication for career success.

In addition to benefitting the workplace as a whole, strong analytical thinking and problem-solving skills are critical for individual career success. These skills can help professionals stand out among their peers and demonstrate their value to their organization. Professionals who can apply analytical thinking and problem-solving techniques are viewed as being able to think critically, make decisions, and take initiative, which are all highly valued by employers 4 .

Individuals who possess these skills are often able to make more informed judgments and sound decisions. This can lead to career advancement and job stability, as they are viewed as capable and dependable. Developing analytical thinking and problem-solving abilities can also open doors to new opportunities and industries, making individuals more versatile and efficient in their careers 5 .

Role in Decision Making and Risk Management

Influence on decision making, contribution to risk management.

Risk management is a critical aspect of decision-making, as it helps organizations and individuals identify, assess, and mitigate potential risks associated with various decisions. Analytical thinking contributes to risk management by enabling decision-makers to collect and analyze data, evaluate risks and their potential consequences, and make informed decisions based on the results source .

In summary, analytical thinking and problem-solving are essential tools in decision-making and risk management, as they provide the necessary framework for evaluating options, weighing potential outcomes, and identifying potential challenges. By utilizing these methods, decision-makers can make more informed choices and mitigate potential risks associated with their decisions.

Utilization in Business Analysis

Application in business analysis, understanding financial data, real life examples.

On the other hand, problem-solving involves addressing specific situations, such as dealing with a dissatisfied customer. In this instance, the employee would need to rely on their experience and emotional intelligence to find a solution. They would listen to the customer’s concerns, empathize with their feelings, and proactively offer options to resolve the problem. This process may include correcting mistakes made during a transaction or offering compensation for a negative experience.

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• Grades 6-12
• School Leaders

100 Last-Day-of-School Activities Your Students Will Love!

35 Awesome Career-Readiness Activities That Teach Soft Skills

Set kids up with the skills they’ll need to succeed in the workplace.

Our vision is to unlock the potential of each learner at every stage of life. At McGraw Hill, we believe that your diverse experiences enrich the way you learn, teach, and grow. See how Career Explorations  introduces students to hundreds of diverse careers and critical soft skills needed to set them on a purposeful path through high school and beyond.

When it’s time for students to start working and/or head to college, they’ll need “soft skills,” otherwise known as career-readiness or job-readiness skills, in addition to academic knowledge and vocational skills.

Soft skills are those characteristics that help you function as an individual (motivation, self-confidence, flexibility) as well as within a group (teamwork, negotiation, respect). These job-readiness skills are key for succeeding in the workplace. After all, if you can’t show up on time, speak up for yourself, or get along with your peers, chances are you’re not going to have a very smooth go of it.

Explicitly teaching students these job-readiness skills is the best way to give them valuable insight into their strengths and weaknesses. We’ve rounded up more than 30 engaging lessons and activities that are not only just right for teaching the job-readiness skills students need, they are also a lot of fun!

1. Use an engaging curriculum for career exploration and readiness

There are so many important things to teach our students before they’re ready to leave high school that it’s daunting to know where to begin. That’s why having strong, trusted resources can make such a difference. McGraw Hill’s Career Explorations program for middle and early high school is an excellent example of such a curriculum. The resources blend occupation and industry content with case studies and real-world, application-based questions and activities to grab students’ attention right from the start. And real-world, industry-specific soft-skills practice questions throughout each chapter expose students to types of challenges they’ll face regardless of what career path they pursue.

Skills they’ll practice:

Collaboration, critical thinking, problem-solving

Explore the program: McGraw Hill Career Explorations

2. Listen and recap

There are so many things competing for kids’ attention in today’s overstimulating world, so learning the simple art of listening can be a difficult task. This one-on-one communication activity will help students practice taking the time to clear their minds, focus, and really listen to what their partner is saying in a way that they can clearly and accurately repeat.

Divide students into pairs. Partner one draws a topic card from a prepared deck and talks about that topic, while partner two listens without speaking. The listener must really focus on simply receiving their partner’s words—not letting their mind wander or think about how they are going to respond. Then, without a rebuttal, partner two recaps what partner one said. Then, they switch roles.

Listening, respect, interpersonal skills, communication

Buy it: Letz Talk Conversation Cards at Amazon

3. Make a game of it

Responsibility isn’t something students develop overnight. It takes lots of practice to show self-control when things don’t go our way, to be accountable for our decisions, to finish what we start, and to keep trying even when we want to give up. Try these five super-fun games (below) that teach responsibility.

Responsibility, flexibility, patience

Learn more: 5 Great Games for Teaching Your Students About Responsibility

4. Serve others

Service-learning projects not only get kids involved in their communities, they help them develop many valuable job-readiness skills that will be assets on the job one day. Team students up to organize a book or food drive, recruit bilingual students to provide translation services, or encourage budding artists to collaborate on a community art event.

Teamwork, respect, time management, responsibility

Learn more: 30 Meaningful Service Learning Projects for Kids and Teens

5. Cultivate critical thinking

Critical thinking is the ability to examine a subject and develop an informed opinion about it. It’s about asking questions, then looking closely at the answers to form conclusions that are backed by provable facts, not just “gut feelings” and opinion. And it’s definitely on the top of most employers’ wish lists for new employees. Click the link below for fun and engaging classroom activities that’ll get your students’ gears turning.

Critical thinking, problem-solving, flexibility, self-confidence

Learn more: 5 Critical Thinking Skills Every Kid Needs To Learn and How To Teach Them

6. Human Marble Run

Working together to meet a goal takes patience and focus. This IRL version of Marble Run will help your students learn job-readiness skills like working together, and they’ll have fun doing it!

Give each member of the team a length of gutter or drainpipe. The team has to transfer a tennis ball or golf ball from one place to another by rolling the ball from one piece of gutter to the next. Make it interesting by making the team get the ball to traverse an obstacle course or to go up and down stairs.

Patience, negotiation, teamwork, communication

7. No-hands cup-stacking challenge

This hands-on group challenge is an exercise in learning job-readiness skills like patience and perseverance, not to mention it’s a total blast!

Decide how many students you want in each group, and tie that number of strings to a single rubber band. Each person in the group holds on to one of the strings attached to the rubber band. As a group, they use this device to pick up the cups (by pulling the rubber band apart and then bringing it back together over the cups) and place them on top of one another in order to build a pyramid.

Critical thinking, problem-solving, teamwork, patience

Learn more: Teamwork Cup Stack

8. Paper bag skits

You never know what life is going to hand to you. This is true at work, school, and in life in general. Sometimes you’re handed a set of circumstances and have very little time to figure out what to do. This fun activity will help teens practice thinking on their feet.

Fill a few paper bags with four or five assorted classroom or household items. Break the teens into groups, and assign each group a bag without showing them what’s inside. Give them two minutes to examine the items in their bag and come up with a skit, using all of the items, for the rest of the class.

Time management, teamwork, flexibility, presentation skills

9. Nurture self-knowledge

Journaling is a powerful tool for creative expression and reflection, but did you know that it can also be an effective way to improve mental health? Recording your thoughts and feelings can be a cathartic form of stress relief, an opportunity to get to know yourself better, and a way to help you feel more grounded and authentic in your beliefs. Try these free writing prompt cards with your middle and high schoolers to help them get started.

Stress management, self-confidence, motivation

Learn more: Deep Writing Prompts at Journal Buddies

10. Foster self-motivation

Self-motivation is one of the key indicators of success in the future. Conversely, lack of motivation leads to big problems not only in school but on the job later on. But how do we teach something that comes from inside? Check out the activities below for some great tips like breaking big dreams into smaller pieces, envisioning a bright future, encouraging students to share their stories, and more.

Work ethic, critical thinking, self-confidence

Learn more: How To Instill Intrinsic Motivation

11. Hold a poetry slam

Slam poetry is a unique performance art that will not only give your students the opportunity to express their thoughts, but build their confidence as well. Slam poems are specifically written to be performed in front of an audience, and topics are often diverse, political, and thought-provoking. Finding your voice and being able to move people with your words are job-readiness skills that can apply to any future endeavor.

Self-confidence, presentation skills, teamwork

Learn more: What is slam poetry and how can teachers use it with students?

12. Team survival challenge

What would happen if your class went out on a pleasure cruise only to end up being lost at sea? Who would take charge? What materials would be essential for survival? If you ever saw an episode of the TV series Lost , you know that making these decisions as a group can get ugly fast. The Lost at Sea activity is a great lesson in group decision-making, as students will undoubtedly have different ideas about what materials to add to a limited list in a limited amount of time.

Critical thinking, negotiation, communication, teamwork

Learn more: Lost at Sea at Insight

13. Start a school garden

A school garden is an amazing, hands-on way to help teach students about responsibility. From planning what to grow and organizing the supplies needed to creating a maintenance schedule and actually getting down and dirty in the garden, it’s a project that requires hard work and perseverance.

Responsibility, teamwork, problem-solving, patience

Learn more: How One School Garden Transformed a Neighborhood

14. Time-management challenge

We all have days when our list of tasks is huge, and the amount of time we have to complete them just isn’t. When time is tight and your agenda is packed, you’ve got to prioritize tasks and work efficiently! This activity gives students the opportunity to practice just that by presenting them with a long list of tasks to complete in a limited time frame.

Make a list of tasks on chart paper, assigning a point value for each job. For example: Do 25 jumping jacks (5 points); make up a nickname for each member of the group (5 points); get every person in the class to sign a piece of paper (15 points); form a conga line and conga from one end of the room to the other (5 points; 10 bonus points if anyone joins you); etc. Make sure you list enough tasks to take up more than 10 minutes.

Divide your students into groups of five or six and give them 10 minutes to collect as many points as they can by deciding which tasks to perform. A debriefing session is essential with this game. Guide your students to think about how they made decisions, which group dynamics came into play, and how they determined the value of each task.

Negotiation, critical thinking, communication, time management

15. Vision boards

Unleash your students’ creativity while simultaneously helping them set goals for the future with a vision board. We don’t frequently take the time to express who we are and what we hope for. Setting aside time to contemplate can motivate teens to think deeply about what they really want in life and also fuel their desire to do what’s necessary in order to reach their dreams.

Self-confidence, motivation, critical thinking

Learn more: Why Teachers Should Create Vision Boards With Their Students at Study All Knight

16. Collaborative contract

This exercise for middle schoolers helps them establish values-based ground rules for a team. Each student takes an index card and lists three values that they believe will promote a sense of community. Team members discuss the values, consolidating them into more precise categories. They write the finalized list on a poster board, with each student signing it. Whenever there is a dispute, the team should refer to the “contract,” which holds everyone accountable.

The purpose of this exercise is to create a safe space to explore ideas by focusing on common language and shared expectations. Additionally, this activity prepares middle-school students for the workplace by emphasizing similarities rather than differences.

Negotiation, communication, listening, respect, team building

17. Zombie apocalypse

In this two-day lesson, students are required to identify soft skills, literary guides, and everyday objects that will help them survive a zombie apocalypse. They’ll work both cooperatively and independently and produce short pieces of persuasive writing to argue in favor of their survival.

Teamwork, interpersonal skills (collaboration), problem-solving

Learn more: Zombie Invasion Plan  at Teachers Pay Teachers (free)

18. Stoke their competitive fire

According to teacher Christine Weis , there’s nothing like a little healthy competition in the classroom. “It motivates students and drives them to put forth their best effort,” she says. “It sparks interest, passion, and ignites a fire within.” Not only can healthy competition build confidence, it can encourage students to learn something new and develop new skills. Try games, puzzles, sports, quiz competitions, team presentations, etc., to motivate your students to reach a higher level.

Motivation, work ethic, problem-solving, self-confidence

Learn more: 7 Motivational Activities for Students from The Homeschool Resource Room

19. The blindfold game

Teens leading one another around in blindfolds? Are we sure this is a good idea? The answer is yes when it’s part of a structured, purposeful job-readiness skills activity like this one!

You’ll need a large space for this activity (maybe the cafeteria after lunch or the gym during an off-period), enough blindfolds for half of the participants, and furniture and other items that you can use as obstacles (cardboard boxes, pillows, chairs, tables). Scatter furniture and objects around the room before the activity begins. Your course should be challenging but safe to navigate.

Pair students and have them line up at one end of the room. One person from each pair should put on the blindfold. The sighted person must guide their partner across the room and give them clear oral instructions (without touching them) to help them avoid the obstacles. When each team reaches the far side of the room, partners can switch roles and repeat the exercise. Have just a few pairs at a time tackle the course so that the others can observe. Take some time between rounds to process what went well, what didn’t, and what could make the challenge easier.

Communication, listening, respect (taking the task and their partner’s safety seriously), flexibility

20. Take a mini crash course

Our teens may almost look like adults, but we have to remember they still have a lot to learn. And sometimes the best way to teach them what they need to know is to just spell it out. This video is a no-nonsense tutorial about some of the job-readiness skills that employers find valuable. Hold a screening, then after the video, have students form breakout groups to talk about what portion of the video they found most helpful and what they need to work on.

Communication, listening, critical thinking

21. Human knot

Nothing promotes job-readiness skills such as cooperation like getting all tangled up with your classmates — literally!

Players stand in a circle and reach out to shake hands with other players, with each hand holding that of a different person, creating a “human knot.” Then the players have to figure out how to untangle their bodies without letting go of each other’s hands. This activity lends itself to a vibrant debriefing session as students observe their communication and cooperation skills.

Teamwork, communication, problem-solving

Learn more: The Human Knot Game

22. Mind your mental health

Managing stress in school (and on the job) is a timely subject. With mental health issues on the rise across the country, it’s critical to teach your students strategies that will help them stay grounded and build resilience. After all, it’s hard to do your best in any endeavor when you’re stressed to the max. Try the empowering activities below to teach students how to manage stress so they can succeed in college, on the job, and in the future.

Self-confidence, problem-solving, leadership

Learn more: 26 Empowering Mental Health Activities for Teens

23. Rope Circle Shimmy

Divide teens into two groups. Each group should have a minimum of five members. To begin play, make a big circle out of rope for each team and put it on the floor. Each member of the team stands at the edges of the circle, so the rope is taut around their ankles, while holding their hands in the air.

Team members must take turns moving to work the rope up from ankles to wrists, keeping hands in the air at all times. The team member will have to wiggle and move to slide the rope up. Other team members can help by keeping the rope as taut as possible. The team that finishes the challenge first wins!

Communication, flexibility, interpersonal skills (cooperation)

Learn more: Looped to Rope

24. Four-card negotiation

Sometimes to get ahead in life, you have to know how to wheel and deal. That’s what this lesson is all about. The objective is for teams to trade and barter for pieces of cards to match up with the pieces they already have and ultimately end up with four complete playing cards.

Start with a pile of playing cards (four cards per team of four or five students). Cut each card diagonally into four pieces and mix all of the pieces together. Now divide the mixed-up pieces evenly among the teams. Give teams a couple of minutes to sort out their card pieces and figure out which pieces they have and which pieces are missing. Set a timer for 10 minutes. The goal of the game is for the students to use their negotiation skills with the other teams in order to gain as many complete cards as possible for their team. At the end of 10 minutes, the team with the most cards wins.

Negotiation, communication, interpersonal skills

25. Pair up with younger kids

Nothing helps teens build responsibility like pairing up with a younger buddy. Being the more mature, more experienced partner in the relationship gives teens the opportunity to share what they know and learn to be a leader. Have your students plan fun activities and special events with their buddies.

Responsibility, leadership, problem-solving, listening, patience

Learn more: 20 Activities To Do With Reading Buddies or Big/Little Buddy Time

26. Blind spelling practice

Weaving soft-skills activities into everyday curriculum is a win for everyone. Enhance your students’ interpersonal skills with this fun spelling activity. Tape letters to each student’s back. Then call out a definition of a word. Students will need to work together to assemble in the right order to spell the word correctly.

Communication, listening, negotiation, problem-solving

Learn more:  Manuel Antonio Noronha

27. Practice small talk

Teenagers aren’t exactly known for their chitchat skills. In fact, for many it is one of the most awkward situations they can imagine being put in. But small talk is considered a foundational job-readiness skill that is important for almost every job, as well as learning to network. Many teens feel awkward speaking with people they’re not used to speaking to and need practice, especially with adults. Try some free conversation starters that will help them practice the “three P’s” of small talk: being polite, positive, and professional.

Communication, listening, self-confidence, patience, respect

Learn more: Conversation Starters on the Job at Realityworks

28. Blind drawing

Try this hilarious activity with your teens. It’s kind of like “telephone” but instead of listening, each person must pay close attention to what is being drawn on their back. Each student in the line gets a blank sheet of paper taped to their back and a marker. The student at the end begins by slowly drawing an image on the person’s paper in front of them. When that person feels what’s being drawn, they try to re-create what they’re feeling on the person of front of them. When the image is complete, have the students take off their papers and compare the results. This activity is a colorful reminder that people often perceive things very differently, so communication is extremely important!

Communication, teamwork, patience

29. Mock interviews

The prospect of going on a job interview can be terrifying to a kid who’s never had a job before. Practicing job-readiness skills like interviewing can help them reduce the fear factor and build their confidence. Pair students up and assign one teen the role of interviewer and one the role of interviewee. Use a set of job interview questions to practice with.

Give each pair 15 minutes, then have them talk about how the interview went. The interviewer may have some valuable insight for the interviewee. Then have the partners switch roles and repeat. After they’ve had practice with their peers, invite a few adults into the room to conduct mock interviews.

Interview skills, critical thinking, self-confidence

Learn more: Job Interview Questions for Teens at Understood

30. Group storytelling

Create small groups of three to eight students. The first person makes up the first line of a story and says it out loud. The second person says, “Yes, and …,” continuing the story. Play continues around the group until everyone has contributed or until the story has come to a satisfactory ending. Since students don’t know what’s coming, they have to learn how to listen carefully and react and communicate well on the fly. As an alternative, to have students listen even more carefully, have them continue the story with the phrase “because …”

Communication, listening, critical thinking, presentation

Learn more: 4 Soft Skills Training Activities at Unboxed Training and Technology

31. Team pen

Sometimes it takes the whole team to produce results. This fun game involves a marker with four to six strings tied to it and a blank piece of paper. The teacher calls out a word and the team has to work together to legibly print the word on the paper. Students will have to think carefully and cooperate with one another to maneuver the pen correctly to write the word.

Communication, teamwork, patience, critical thinking

32. Hold group brainstorming activities

When you assign a project (individual or group), instead of laying out all the options, gather students into small groups to brainstorm topics, strategies, and procedures. When they decide the parameters of their work, they will be more invested in the outcome.

Teamwork, work ethic, communication skills, critical mindset

Learn more: Soft Skills Activities for High School Students

33. Encourage peer review

As often as possible, allow students to both give and receive feedback from classmates on their work. Of course, receiving (and giving) constructive feedback may feel uncomfortable at first. But as the practice becomes part of their regular routine, students will learn the value not only in the classroom but also, one day, on the job.

Critical thinking, confidence, communication

Learn more: 7 Soft Skills for High School Students at College Transitions

34. Play games

Oftentimes teens learn best when they are at play, especially if the chosen activity is especially engaging and fun. There are oodles of games (see link below) that foster trust and establish a safe place for learning. In addition, teens actually enjoy a break from the mundane and time to “play games” instead of work, work, work all the time.

Communication, team building, conflict resolution, problem-solving, collaboration

Learn more: 25 Games To Help Teens Learn Social Skills at A Day in Our Shoes

35. Practice with concentric circles

Choose a discussion topic ahead of time. Set up two concentric circles of chairs. Participants in the center circle sit as “talkers,” while those in the outer ring sit as “watchers.” For the first round, talkers address the topic while the listeners take notes. For the second round, students change places and roles.

Collaboration, listening skills, speaking skills, focus

Learn more: 10 Best Soft Skills Games for Efficient Training at Outsource Accelerator

Be sure to visit McGraw Hill’s Career Explorations page for more information about their career and technical education resources for middle and high school.

If you liked these activities that teach job-readiness skills, check out these “would you rather” questions to get teens thinking about their future careers..

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