A Data Analyst's Guide to Writing a Winning Resume (With Samples)

flat art illustration of a Data Analyst

As a data analyst, you’re used to working with numbers, trends, and patterns. But when it comes to writing your resume, you must step outside your comfort zone and present your skills, qualifications, and achievements in a way that is easily understood by potential employers.

Here’s a guide to help you write a winning resume that will showcase your analytical skills:

  1. Start with a clear objective
  2. Your resume objective should be a brief statement that describes your career goals and what you hope to achieve in your next role. Keep this section succinct and tailored to each job you’re applying for.

  3. Highlight your skills
  4. Make sure to list your key skills in a prominent place on your resume. Emphasize your data analysis skills, software experience, and technical skills. Also, consider including soft skills like critical thinking and communication abilities. This will give employers a sense of your strongest capabilities.

  5. Showcase your experience
  6. Be sure to include your previous work experience, including any data analysis projects you’ve worked on. Highlight your achievements and quantify your results wherever possible. Use a key action verb followed by a number to show your contributions.

  7. Use relevant keywords
  8. Many employers use software to sort through resumes, so it's important to include relevant keywords that match the job description. Review the job posting carefully and include keywords throughout your resume.

  9. Include academic qualifications and certifications
  10. List your education qualifications, including your degree and any relevant coursework you’ve completed. Additionally, consider adding professional certifications you’ve earned, such as those related to data analysis or statistics.

Example Resumes

Example #1

John Doe

555 Main Street, Anytown, USA | john.doe@email.com | 555-555-5555


Data Analyst with a track record of delivering impactful insights and recommendations to drive business growth. Skilled in data cleaning, statistical analysis, and data visualization using R, Python, and Tableau. Otherwise, I possess great communication, teamwork, and organizational skills.

Professional Experience

Data Analyst | XYZ Company | Jan 2018 - Present

  • Analyzed trends and patterns in customer behavior using SQL, resulting in a 15% increase in customer retention over the past year.
  • Developed predictive models using machine learning algorithms resulting in a 10% reduction in customer churn rate, saving an estimated $500K annually.
  • Designed and automated dashboards using Tableau, reducing report preparation time by 80%.
  • Conducted A/B testing on website design, resulting in a 25% increase in click-through rate and a 10% increase in conversions.

Data Analyst Intern | ABC Corporation | Jun 2016 - Aug 2016

  • Performed data cleaning and analysis using R, producing visualizations that led to more efficient production workflows.
  • Collaborated with team members to improve data collection processes, resulting in a 15% increase in the accuracy of data collected.
  • Assisted in developing models to optimize inventory management, resulting in an estimated $100K in savings due to reduced inventory costs.


Bachelor of Science in Statistics | Anytown University | Sep 2014 - May 2018

  • Cumulative GPA: 3.75
  • Member of the Statistics Association and Data Science Club.
  • Recipient of the Outstanding Achievement in Statistics Award.

Technical Skills

  • R
  • Python
  • Tableau
  • SQL
  • Machine learning algorithms

Example #2

John Doe

Data Analyst | San Francisco, CA | john.doe@email.com

Professional Summary:

A detail oriented data analyst with 3+ years of experience in analyzing complex data sets for companies in the technology sector. Expertise in data modeling, data visualization, and predictive analytics. Skilled in SQL and Python programming.

Professional Experience:

ABC Technologies | Data Analyst | San Francisco, CA | 2018-Present

  • Develop and implement data models to analyze customer behavior, resulting in a 25% increase in customer retention
  • Create and maintain Tableau dashboards to track key performance indicators and identify patterns/trends, reducing the company’s expenses by 10%
  • Design and execute A/B tests to optimize website user experience, leading to a 15% increase in website conversion rate
  • Collaborate with the engineering team to streamline the data pipeline and automate manual data processes, saving 10 hours of work per week

DEF Corporation | Data Analyst Intern | San Francisco, CA | 2017-2018

  • Compiled and cleaned raw data sets using Python scripts, increasing the efficiency of the data processing pipeline by 50%
  • Assisted in the creation of weekly dashboards to track customer acquisition and retention, resulting in a 20% improvement in marketing campaign performance
  • Analyzed and visualized survey data using Excel pivot tables and charts, leading to actionable insights for the marketing team and a 10% increase in customer satisfaction
  • Data Modeling
  • Statistical Analysis
  • Data Visualization (Tableau)
  • Data Analysis (SQL and Python)
  • Predictive Analytics (Scikit-Learn)

Example #3

John Doe

Data Analyst

  • Email: johndoe@email.com
  • Phone: (123)456-7890
  • Location: Anytown, USA


A highly skilled data analyst with a track record of improving business performance through data analysis and reporting. Proficient in SQL, Python, Excel, and Tableau. Excels in translating complex data sets into meaningful insights and recommendations for stakeholders.


ABC Retail, Anytown, USA

Data Analyst, 2018 - Present

  • Created and maintained SQL queries and reports to analyze sales data, customer trends, and inventory levels. Resulted in a 10% increase in sales and a 5% decrease in excess inventory.
  • Developed and refined forecasting models to predict sales trends and identify patterns in customer behavior. Improved forecasting accuracy by 15%.
  • Visualized data using Tableau to create interactive dashboards for executive stakeholders. Increased engagement and understanding of business data across teams.
XYZ Bank, Anytown, USA

Data Analyst Intern, 2017 - 2018

  • Assisted in the creation of predictive models to identify high-risk customers for investigation. Increased detection rates of fraudulent activity by 20%.
  • Analyzed customer transaction data to identify potential cross-selling opportunities. Provided recommendations that resulted in a 15% increase in cross-selling success rates.


Bachelor of Science in Mathematics, Anytown University, 2018

References available upon request


Writing a winning resume as a data analyst can be daunting, but by following the tips outlined in this guide, you can create a standout document that highlights your skills, accomplishments, and experience. Remember to use clear and concise language, quantify your achievements, and tailor your resume to the job description.

But the job search doesn't end with a killer resume. It's important to write a great cover letter to complement your application. If you need help with this step, make sure to check out our guide on writing a great cover letter.

And if you're ready to take the next step in your career, don't forget to search through our remote data analyst job board to find your next opportunity. And finally, prepare for interviews by researching the company, practicing your answers to common questions, and putting your best foot forward.

Looking to ace your interviews? Our team has put together a collection of detailed interview questions and answers for different data analyst specializations, including Business/Data Analytics, Marketing Analytics, Financial Analytics, Healthcare Analytics, and Sports Analytics.

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