Data & AI
Data Scientist resume example
Data scientist resumes need to show shipped models, business impact, and rigor in evaluation — not just notebooks.
Top ATS keywords
Common terms ATS systems and recruiters search for in Data Scientist candidates.
pythonsqlscikit-learnpytorchtensorflowab testingcausal inferencefeature engineeringexperimentationmlflow
Sample resume bullet points
Use these as starting points — adapt the metrics to your own outcomes.
- Shipped uplift model lifting marketing ROI 18% in production over a 6-month holdout.
- Designed experimentation platform supporting 60 concurrent A/B tests with proper SRM checks.
- Reduced fraud chargebacks 42% via gradient-boosted classifier with calibrated thresholds.
- Authored causal-inference playbook used by 3 cross-functional teams.
Common pitfalls
- Notebooks without production deployments
- No holdout / treatment-effect rigor
- Bullets without business KPI movement
Related roles
Frequently asked questions
- What's the best resume template for a Data Scientist?
- ATS Classic works well for most Data Scientist candidates because single-column, no graphics, maximum ats parse rate. You can switch templates anytime in our free builder.
- Which keywords should appear on a Data Scientist resume?
- Top ATS keywords for Data Scientist include: python, sql, scikit-learn, pytorch, tensorflow, ab testing, causal inference, feature engineering.
- How long should a Data Scientist resume be?
- Aim for one page if you have under ten years of experience and two pages once you cross that mark. Cut anything that doesn't move the hiring decision.
- Should I include a summary section?
- Yes — a 2–3 sentence summary up top primes recruiters and ATS systems with the right context. Use it to state your level, specialty, and the kind of impact you've had.
- Can I download this as a PDF for free?
- Yes — every download from our builder is a free, ATS-friendly PDF with selectable text. No watermark, no signup.