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Data Scientist resume template.2026

Data scientist resumes in 2026 are scrutinised for two things: real shipped models (not coursework) and business impact (not just AUC). The winning structure is summary → 2–3 shipped models with metrics → stack → education.

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  • ATS-ready format
  • Pulls from your LinkedIn
  • One page, 30 seconds
Template
Your name

Data Scientist

Summary

Applied DS with 4 years in marketplaces. Shipped a search ranking model that lifted booked GMV +9%, an LTV model now used by finance for forecasting, and a churn classifier that drove a $1.1M retention save in year one.

Selected wins

  • Shipped a search ranking model (LightGBM → online learning); lifted booked GMV +9% and CTR +18%.
  • Built the LTV model that finance now uses for quarterly forecasting; reduced forecast error from 14% → 6%.
  • Trained a churn classifier (AUC 0.84) wired to lifecycle ops; drove a $1.1M retention save in year one.

Skills

  • ML modelling
  • Experimentation
  • Causal inference
  • Productionisation
  • Stakeholder framing
Summary

Three sentences. Role, win, scope.

"Applied DS with 4 years in marketplaces. Shipped a search ranking model that lifted booked GMV +9%, an LTV model now used by finance for forecasting, and a churn classifier that drove a $1.1M retention save in year one."

Open with the role and years of experience. Name a measurable win. Close with the scope or ownership signal. Recruiters scan the top third for under seven seconds — this is the format that survives that scan.

Bullets

Verb. Number. Outcome.

  • Shipped a search ranking model (LightGBM → online learning); lifted booked GMV +9% and CTR +18%.
  • Built the LTV model that finance now uses for quarterly forecasting; reduced forecast error from 14% → 6%.
  • Trained a churn classifier (AUC 0.84) wired to lifecycle ops; drove a $1.1M retention save in year one.
What to highlight

Skill stack

  • ML modelling
  • Experimentation
  • Causal inference
  • Productionisation
  • Stakeholder framing
Typical 2026 pay
$130k – $280k base in US
For the bots

ATS keywords

  • Python
  • SQL
  • PyTorch
  • scikit-learn
  • XGBoost
  • LightGBM
  • Airflow
  • dbt
  • Snowflake
  • experimentation
  • A/B testing
  • causal inference
  • statistics
FAQ

Data Scientist resume questions.

  • Should I list Kaggle competitions?

    Only if you placed in the top 1% or used the technique in production. Otherwise it reads as a substitute for shipped work.

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