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Land more data analyst interviews. Tailor your resume to any job in 30 seconds.
Most data analyst resumes get filtered before a human reads them — not because of experience, but because the resume's wording doesn't match the keywords ATS bots are scanning for. Paste your resume and the job description below. Free score, no signup.
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How It Works
Paste your resume + job listing
Copy your full resume text and the job description into the scorer above.
See your ATS score
Get a 0-100 score with a letter grade. Most rejected resumes score below 60.
Get missing keywords
See the exact keywords your resume is missing. Add them and reapply.
Why data analyst resumes get auto-rejected
Modern data analyst roles use a wide and specific tool stack: SQL flavors (Postgres, BigQuery, Snowflake, Redshift), transformation layers (dbt, Airflow), visualization (Tableau, Looker, Power BI), and the analytical language layer (Python with pandas/NumPy, sometimes R). Job postings list a specific subset of these tools, and ATS filters score your resume against that exact list.
The most common failure mode: your resume describes the WORK ("built reporting dashboards that informed quarterly planning") instead of the TOOLS ("SQL, Looker, dbt, BigQuery"). Hiring managers can connect the dots; ATS bots cannot. They match strings, not intent.
Recent grads have an additional trap: school projects often use generic tooling (R, Excel, basic SQL) while industry uses Python + cloud SQL + a modern BI tool. Even if your portfolio is strong, mismatched keywords filter you out at the first gate.
The fix is fast. Paste your resume and one specific data-analyst job description into the scorer above. See your ATS score (0-100) and the exact tools/keywords you are missing. Add the missing ones to your bullets where you actually used them, and reapply. Most users see a 25-40 point score lift on their first iteration.
Frequently Asked Questions
What keywords matter most for data analyst resumes?▾
It depends on the role, but the most common ATS-scored terms across data analyst job postings: SQL, Python, dbt, Looker, Tableau, Snowflake, BigQuery, A/B testing, data modeling, ETL, data warehouse, statistical analysis, pandas. The scorer above compares your resume against the actual job description so you see exactly which keywords your target role wants.
How do I show SQL proficiency on a data analyst resume?▾
Be specific. "SQL" alone is weaker than "wrote complex SQL queries in BigQuery — window functions, CTEs, performance-tuned joins across 100M+ row tables." Name the dialect (Postgres, MySQL, BigQuery, Snowflake), name the technique (window functions, CTEs, subqueries), and quantify scale (rows, query latency, data volume).
Should I list Python projects on my resume?▾
Yes — but only if they are relevant. A "stock predictor" or "ML chatbot" project signals "wants to be a data scientist," not "wants to be a data analyst." Better projects to list: data pipelines (Airflow / Prefect / dbt), dashboards (Streamlit / Dash), exploratory analyses with concrete business questions, A/B test analyses.
How important is dbt on a data analyst resume in 2026?▾
Very. dbt has become the standard transformation layer at most modern data teams, and many job postings now list it explicitly. If you have used it (or a similar tool like Dataform, SQLMesh), name it. If you haven't — the open-source dbt-core tutorial takes a weekend and lets you legitimately add it.
What ATS score do I need to get an interview?▾
Most ATS systems use a 60-70 threshold. Below that, your resume goes to a "review later" bucket recruiters rarely revisit. Above 75, you reliably reach a human. Above 85, you tend to get prioritized.
Is the resume scorer free? Do I need to sign up?▾
The score, your letter grade, and the top 3 missing keywords are free with no signup. Sign up (also free, no credit card) to get the full tailored resume — all missing keywords flagged, AI-rewritten bullets that integrate them naturally, and a downloadable ATS-friendly PDF. Free plan includes 3 tailored resumes per month.
Get your tailored data analyst resume.
Sign up free — 3 tailored resumes per month, no credit card. We rewrite your bullets to include the keywords this role wants and deliver an ATS-friendly downloadable resume in 60 seconds.
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