10 Data Analyst Resume Examples & Writing Guide
Written By Samuel JohnsSenior Content Editor & Certified Professional Resume Writer
Reviewed By Geoffrey ScottProfessional Resume Writer, Career Coach, & Senior Hiring Manager
Samuel Johns
Senior Content Editor & Certified Professional Resume Writer
Samuel Johns is a Senior Content Editor and Certified Professional Resume Writer (CPRW) at Resume Genius. In his 7+ years of experience in the careers space, he has helped hundreds...
You’ll find samples organized by experience level and technical focus, plus tips below to help you improve your resume.
Data analyst resumes by experience level
Browse our full collection of resume templates for more options.
Data analyst resume template (text format)
- Advanced Microsoft Excel
- HTML5, C++, Java, SQL
- Tableau, SAS, IBM SPSS
- Data modeling, data mining, data warehousing
- Plan and develop designs and procedures for metrics reports
- Develop new reports and delegate tasks to team of 3 junior analysts
- Perform market analysis to efficiently achieve objectives, increasing sales by 24%+ in 5 consecutive quarters
- Investigate and conduct studies on the forecasts, demand, and capital of proposed products
- Used SPSS and MiniTab statistical software to track and analyze data
- Optimized data collection procedures and generated reports on a weekly, monthly, and quarterly basis
- Used advanced Microsoft Excel and the XLOOKUP function to efficiently create pivot tables and pivot reporting
Job-specific data analyst resume samples
Our team of career experts has put together these resume examples to help inspire you when writing your own resume:
Data analyst intern resume
An effective data analyst intern resume should highlight your academic achievements, relevant coursework, and any previous internship or project experience, like this example:
Why this example works
- Includes projects: Instead of a standard work experience section, this candidate includes projects on their resume to show that they’re qualified despite having limited work experience.
- Well-organized layout: The well-defined section and horizontal lines make this resume format easy to scan.
Junior data analyst resume
Our junior data analyst resume example illustrates how to highlight internship experience and any initial professional exposure to data analysis:
Why this example works
- Bold header: This resume’s header is attention-grabbing while remaining professional.
- Showcases skills throughout: The candidate mentions their skills in both the skills section and the work experience section.
Data entry clerk resume
Your data entry resume needs to showcase your ability to accurately input and manage data while adhering to strict deadlines. For example:
Why this example works
- Includes hard numbers: The candidate quantifies achievements on their resume to show potential employers that they really do have the skills they claim.
- Clean layout: This resume’s professional fonts and well-defined sections set a professional tone.
Data engineer resume
Our data engineer resume example will show you how to showcase your technical expertise, problem-solving abilities, and experience in handling large-scale data infrastructure:
Why this example works
- Compelling introduction: The career summary mentions specific skills and technologies to help potential employers quickly get a sense of the applicant’s qualifications.
- Subtle colors: This resume’s colors are low-key and professional, which is perfect for a formal field like data engineering.
Big data resume
Check out this big data resume example to learn how to highlight your ability to extract valuable insights from large and complex datasets:
Why this example works
- Specific skills section: The candidate lists the specific technologies they’re proficient in so that employers can get a good sense of their qualifications.
- Emphasis on experience: This resume template has plenty of room for the candidate to go into detail about their professional experience.
Database administrator resume
Check out this database administrator resume example to help you learn how to effectively show off your technical prowess and problem solving abilities:
Why this example works
- Skill ratings: The candidate gives additional context to their skills by adding graphics that show their proficiency in each skill.
- Eye-catching layout: This resume’s layout is unique and sure to grab hiring managers’ attention.
Finance analyst resume
By following this example, you can create a compelling resume that demonstrates your skill in interpreting complex financial data, conducting variance analyses, forecasting, and presenting actionable recommendations to stakeholders:
Why this example works
- Striking heading colors: The turquoise headings add visual interest without being distracting.
- Strong introduction: This resume’s introduction effectively highlights the candidate’s key skills and qualifications.
How to write a data analyst resume
Our expert resume writing guide will teach you how to write a data analyst resume that impresses hiring managers.
1. Start with an effective resume summary
Start your data analyst resume with a strong resume summary that highlights your professional background and qualifications.
Here are some examples to use as a guide when writing your own:
Healthcare data analyst resume summary
Healthcare data analyst offering expertise in data analysis, reporting, and business intelligence tools (Tableau, Power BI). Adept at leveraging data to identify trends, patterns, and opportunities for cost optimization within the healthcare system. Strong background in data governance, regulatory compliance, and ensuring data integrity. Committed to continuous learning and staying updated with emerging healthcare analytics technologies.
SQL data analyst resume summary
Dedicated SQL Data Analyst with expertise in SQL Server, PostgreSQL, and MySQL. Skilled in writing complex SQL queries, optimizing database performance, and implementing data governance frameworks. Proficient in data mining, statistical analysis, and data visualization using tools like Tableau and Power BI. Adept at collaborating with cross-functional teams and presenting data-driven insights to diverse stakeholders.
Business data analyst resume summary
Detail-oriented Business Data Analyst with a strong background in statistical analysis and data visualization. Proficient in SQL, Python, and Tableau, with a proven track record of delivering actionable insights that have positively impacted revenue and operational efficiency. Skilled in identifying trends and patterns within large datasets to uncover opportunities for process improvement and cost reduction. Effective communicator with experience presenting findings to senior stakeholders.
2. Highlight data analyst skills and keywords
Hiring managers quickly scan resumes for relevant technical skills.
Read the job description closely to look for skills-based keywords the hiring manager included in the job ad. Then, either list them in your skills section or describe how you applied them in your work experience bullet points.
To help you get started, we grabbed the top keywords from real data analyst job descriptions:
We analyzed over 1000 real data analyst job ads to find the top keywords to add to your resume.
Data
| Keyword | Percentage | Count |
|---|---|---|
| Data management | 49 | 530 |
| SQL | 46 | 491 |
| Communication skills | 39 | 420 |
| Data visualization | 36 | 382 |
| Analytical skills | 33 | 349 |
| Microsoft Excel | 31 | 334 |
| Process improvement | 30 | 325 |
| Microsoft Power BI | 26 | 277 |
| Business intelligence | 26 | 274 |
| Problem solving | 24 | 257 |
3. Quantify your accomplishments
Quantifying achievements on your resume allows employers to get a better sense of the impact you had at your last job. The more hiring managers can understand what you can achieve, the more likely they are to call you in for an interview.
Here are two examples of how to write about past achievements with data for context:
- Consolidated data and developed operations/procedures, improving workflow by 18%
- Analyzed 5,000+ contacts in a spreadsheet, successfully drawing conclusions about consumer data
To help you in the next steps of your job search, we’ve compiled a list of the best job boards, with a specific section just for data science job boards.
4. Include your relevant education and certifications
Make sure you highlight your degrees in your education section, like this:
Education
Bachelor of Science in Statistics
Stanford University, Stanford, CA
May 20XX
GPA: 3.8/4.0
Honors: Magna cum laude
Employers always appreciate candidates who are dedicated to continued learning and improvement, so make sure you also include any certifications you’ve completed. If you only have one or two additional certifications, you can create a combined education and certifications section, like this:
Education and Certifications
Bachelor of Science in Business Administration
Boston University, Boston, MA
Graduated: May 20XX
Certification in Data Science
Coursera
Completed: September 20XX
If you have several certifications, you can put them in a dedicated certifications section, like this:
Certifications
Certified Analytics Professional (CAP)
Issued by: INFORMS
Completion Date: May 20XX
Google Data Analytics Professional Certificate
Issued by: Google
Completion Date: August 20XX
AWS Certified Data Analytics – Specialty
Issued by: Amazon Web Services
Completion Date: November 20XX
Average data analyst salaries in the US
After you’ve written your resume, make sure you use it to apply for jobs within a fair salary range.
The following table includes information from the US Bureau of Labor Statistics’ latest Occupational Employment and Wage Statistics report for 2025. Here are the 10 states with the highest salaries for data analysts, as well as the national average for your reference when applying for work.
Top 10 states by average data analyst salary
| State | Salary / Year |
|---|---|
| District of Columbia | $123,890 |
| Virginia | $122,680 |
| Alabama | $118,370 |
| New York | $117,110 |
| New Jersey | $111,990 |
| Illinois | $110,230 |
| Rhode Island | $109,570 |
| California | $108,220 |
| Maryland | $106,230 |
| Washington | $105,680 |
| National Average | $99,120 |
How to get started as a data analyst
Are you a current student or considering a career change and seeking advice on how to launch a career as a data analyst? Check out this video by experienced data analyst Alex Freberg where he talks about what steps he would take if he were to start over:
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