Analytics · Resume
Data Scientist resume guide
Data scientist resumes need production impact: models in use, evaluation rigor, and clear business framing.
What to prove
- Shipped a ranking model that improved CTR 11% with offline AUC + online A/B validation.
- Reduced false positives 30% on fraud rules by combining gradient boosting with policy thresholds.
- Documented feature store contracts so three teams could reuse embeddings safely.
Core skills
Python · ML · Feature stores · Experimentation · SQL
Related
Resume workspace workflow
Same product, different entry points. Move from build → score → match keywords → optimize → cover letter → apply.