Skip to main content
Technology

Data Analyst resume keywords

Core keywords are the skill list on the Data Analyst resume example. Supporting keywords are skills-catalog entries that name this role.

See the matching Data Analyst resume example. For which applicant tracking systems large employers use, read the State of ATS 2026 report.

Check your Data Analyst resume

The ATS checker opens with Data Analyst filled in as the target role, along with the keyword list on this page. Paste your resume there. Free, no signup.

Counted on 2026-10-10 from 109 public job postings whose titles match Data Analyst. Those postings came from Ashby, Greenhouse, and SmartRecruiters. A posting is counted for this role when the longest published job-title phrase in its title is Data Analyst. The crawl queried Greenhouse, Lever, Ashby, and SmartRecruiters for 133 employers in the State of ATS 2026 dataset that use those vendors, and for 279 additional public boards from the extended coverage tier. The extended boards are not part of the 738-company statistics. 361 boards returned postings out of 412 boards attempted, and 46923 postings were scanned. HTML was stripped before counting, and each posting counts once per term. Phrases beyond the published skill list are the most common two- and three-word phrases in the matched postings. Posting text is not stored. A role page shows these percentages only when at least 30 descriptions were counted.

Core keywords

These are the terms to put on the resume when they match work you have done.

  • SQL

    94% of 109 recent postings mention SQL.

  • Python

    75% of 109 recent postings mention Python.

  • Tableau

    51% of 109 recent postings mention Tableau.

  • Excel

    17% of 109 recent postings mention Excel.

  • Power BI

    15% of 109 recent postings mention Power BI.

  • Statistics

    41% of 109 recent postings mention Statistics.

  • Data Visualization

    28% of 109 recent postings mention Data Visualization.

  • A/B Testing

    8% of 109 recent postings mention A/B Testing.

  • Google Analytics

    1% of 109 recent postings mention Google Analytics.

  • Reporting

    57% of 109 recent postings mention Reporting.

Supporting keywords
Phrases from recent postings

These phrases showed up often in the matched postings and are not already on the published skill list.

  • data analyst

    75% of 109 recent postings mention data analyst.

  • cross functional

    42% of 109 recent postings mention cross functional.

  • data analytics

    40% of 109 recent postings mention data analytics.

  • actionable insights

    39% of 109 recent postings mention actionable insights.

  • decision making

    39% of 109 recent postings mention decision making.

  • data driven

    38% of 109 recent postings mention data driven.

  • data science

    35% of 109 recent postings mention data science.

  • strong analytical

    31% of 109 recent postings mention strong analytical.

  • data quality

    30% of 109 recent postings mention data quality.

  • non technical

    30% of 109 recent postings mention non technical.

  • complex data

    28% of 109 recent postings mention complex data.

  • visualization tools

    28% of 109 recent postings mention visualization tools.

Where to place them

  1. 1

    Headline

    Put the target title and two core terms on the line under your name: Data Analyst | SQL | Python.

  2. 2

    Skills

    List the core terms together in the skills section: SQL, Python, Tableau, Excel, Power BI, Statistics, Data Visualization, A/B Testing, Google Analytics, Reporting.

  3. 3

    Experience

    Use SQL, Python, Tableau inside bullets for work you did in this role, next to the result.

  4. 4

    Supporting terms

    Add these in the skills section or a bullet when you have used them: R, Data Analysis, Pandas, NumPy, Statistical Analysis, Problem Solving, Critical Thinking, Attention to Detail, KPI Tracking, Forecasting, SNOMED CT, dbt (Data Build Tool), Snowflake, Looker, Fivetran, Google BigQuery, Power Query (M), DAX (Data Analysis Expressions), Alteryx, SAS, Qlik Sense, Great Expectations, Apache Superset, Looker Studio, Dataiku DSS, KNIME Analytics Platform.

Sample lines from the resume example

These lines are already published on the Data Analyst resume example. Use them as a pattern for where a keyword sits next to a result, and replace the details with your own.

  • Analyzed customer behavior data for 2M+ users, identifying insights that drove 15% revenue increase
  • Built 30+ Tableau dashboards used by C-suite for strategic decision making
  • Conducted A/B tests on pricing strategy resulting in 20% conversion rate improvement
  • Automated weekly reporting processes saving 10+ hours per week across analytics team

Questions about Data Analyst keywords

What keywords should a Data Analyst resume include?

Core keywords for a Data Analyst resume are SQL, Python, Tableau, Excel, Power BI, Statistics, Data Visualization, A/B Testing, Google Analytics, Reporting. Core keywords are the skill list on the Data Analyst resume example. Supporting keywords are skills-catalog entries that name this role. Percentages are the share of 109 public postings fetched on 2026-10-10 whose titles match this role.

Where should Data Analyst keywords go on a resume?

Headline: Put the target title and two core terms on the line under your name: Data Analyst | SQL | Python. Skills: List the core terms together in the skills section: SQL, Python, Tableau, Excel, Power BI, Statistics, Data Visualization, A/B Testing, Google Analytics, Reporting. Experience: Use SQL, Python, Tableau inside bullets for work you did in this role, next to the result. Supporting terms: Add these in the skills section or a bullet when you have used them: R, Data Analysis, Pandas, NumPy, Statistical Analysis, Problem Solving, Critical Thinking, Attention to Detail, KPI Tracking, Forecasting, SNOMED CT, dbt (Data Build Tool), Snowflake, Looker, Fivetran, Google BigQuery, Power Query (M), DAX (Data Analysis Expressions), Alteryx, SAS, Qlik Sense, Great Expectations, Apache Superset, Looker Studio, Dataiku DSS, KNIME Analytics Platform.

How do I check a Data Analyst resume?

Open the free ATS checker with Data Analyst prefilled, paste your resume, and compare it with the keyword list on this page.

More Technology keywords