Data Scientist Resume Examples & Template (2026)
Data science recruiters skim for shipped models, business outcomes, and the exact tooling on the JD. Long library lists without context get filtered out — measurable revenue, retention, or efficiency wins get interviews.
Data Scientist resume example
Priya Shah
Senior Data Scientist · ML & Experimentation
Data scientist with 5 years shipping production ML for e-commerce and fintech. Combines causal inference and engineering rigor to move revenue, retention, and cost metrics.
- Built churn prediction model (XGBoost + SHAP) that retained $2.8M ARR by targeting at-risk accounts with personalized save flows.
- Cut model training time 4x (9h → 2.1h) by re-architecting the feature pipeline on Spark and migrating to a feature store.
- Owned A/B testing framework used by 30+ PMs across 4 product surfaces; reduced average experiment readout time from 11 days to 3.
- Published 2 internal research papers on causal uplift modeling; mentored 3 junior DSs to mid-level promotion.
ATS tips for data scientist resumes
Top skills for data scientist resumes
Hard skills
Soft skills
Best templates for data scientists
Common data scientist resume mistakes
- Listing every Python library you've ever imported — dilutes signal and reads as junior.
- Describing notebooks instead of shipped models — recruiters want production impact, not experiments.
- Burying the business outcome behind technical jargon: lead with $2.8M ARR, not the architecture.
- Using a two-column 'designer' template that breaks ATS parsing on Workday or Greenhouse.
Data Scientist salary insights
Entry-level
$95k – $125k
Mid-level
$140k – $190k
Senior
$200k – $310k+
U.S. base salary ranges, 2025 Levels.fyi + BLS data.
Frequently asked questions
Should a data scientist resume list every Python library?
No. List 8–12 tools you've shipped in production. Long library dumps signal junior depth and dilute keyword weight in ATS scoring.
Do I need a PhD on my data scientist resume?
Only for research roles. For most product-facing data science roles, a portfolio of shipped models with measurable business impact outperforms academic credentials.
Where should I put GitHub or Kaggle links?
In the header next to your email, but only if the linked work is recent, polished, and relevant to the role you're targeting.
Ready to build your data scientist resume?
Start with our ATS-tested template and let our AI suggest the bullets that get data scientists shortlisted.