# Data Scientist Resume Template

A data science resume has to connect models to business results. Show the problem, the model and the measured lift, and keep your stack honest. This template is built for exactly that.

_Source: Astra (https://useastra.in/resume-templates/data-scientist). Updated 2026-10-12. Level: Early career._

Use this template free: https://useastra.in/resume-builder/new?template=minimal&role=data-scientist

## Skills to put on a Data Scientist resume

- **Modelling:** Machine Learning, Scikit-learn, XGBoost, Time Series, NLP
- **Data:** Python, SQL, Pandas, PySpark, Statistics
- **Tools:** Jupyter, MLflow, Airflow, AWS SageMaker, Git

## Weak vs strong resume bullets

- Weak: Built ML models for prediction.
  Strong: Built an XGBoost model to flag risky loan applications, raising default detection from 61% to 78% at the same approval rate.
- Weak: Worked on demand forecasting.
  Strong: Replaced a moving average forecast with a gradient boosted model; stockouts fell 18% across 120 stores.

## Tips for a Data Scientist resume

- State the business metric your model moved, not only accuracy or AUC.
- Mention how the model reached production and who used it.
- Keep algorithms in bullets where they mattered; leave the skills list for tools.
- Kaggle ranks and papers help, but put them below work experience.

## Example resume

Fictional person and employers. Numbers are illustrative.

**Ananya Rao**, Data Scientist, Bengaluru, India

Data scientist with 3 years building risk and forecasting models in Python. Raised loan default detection from 61% to 78% and cut store stockouts by 18%.

### Experience

**Data Scientist, Creditline** (Bengaluru, Aug 2023 to Present)
- Built an XGBoost risk model; default detection rose from 61% to 78% at the same approval rate.
- Deployed models with MLflow and a weekly drift report the risk team reviews.

**Junior Data Scientist, Retailnext** (Bengaluru, Jul 2022 to Jul 2023)
- Replaced a moving average forecast with LightGBM; stockouts fell 18% across 120 stores.

### Education

- M.Stat. Statistics, Indian Statistical Institute, 2020 to 2022

### Skills

- Modelling: XGBoost, LightGBM, Scikit-learn, Time Series
- Data: Python, SQL, Pandas, PySpark
- MLOps: MLflow, Airflow, Docker

### Achievements

- Top 3% in a Kaggle tabular competition (2023)

## Frequently asked questions

### What should a data scientist resume include?

Problems you solved with models, the methods used, the business result, how the model was deployed, and your Python, SQL and ML tooling.

### Should I list Kaggle on a data scientist resume?

Yes, in achievements, if you have a medal or a top percentile finish. It is a useful signal for freshers.

## Related

- Machine Learning Engineer resume template: https://useastra.in/resume-templates/machine-learning-engineer
- Data Analyst resume template: https://useastra.in/resume-templates/data-analyst
- Business Analyst resume template: https://useastra.in/resume-templates/business-analyst
- AI/ML jobs in India: https://useastra.in/jobs/category/ai-ml
- Free ATS resume checker: https://useastra.in/free-tools/ats-resume-checker