Data Scientist resume example
A data scientist resume gets read for about seven seconds. What survives that read: a two-line summary with a number in it, bullets that start with a result, and the skills the posting asked for. Below is a complete example you can adapt, and the rough notes it was generated from.
Summary
Data scientist with 5 years shipping models to production in e-commerce. Built a churn model that saved $1.2M a year in retention spend and an A/B testing framework used by 6 product teams.
Experience bullets that work
- Built a churn model (AUC 0.86) that targeted retention offers and saved $1.2M a year.
- Designed an A/B testing framework adopted by 6 product teams, cutting test setup from 2 weeks to 2 days.
- Improved demand forecast error (MAPE) from 18% to 11%, reducing overstock by $400k.
- Moved 14 models from notebooks to scheduled Airflow pipelines with monitoring.
- Presented findings monthly to leadership, turning 3 analyses into funded roadmap items.
Key skills for a data scientist
- Python
- SQL
- scikit-learn
- XGBoost
- A/B testing
- Statistics
- Airflow
- Stakeholder communication
Common mistakes
- Listing algorithms without the business result they produced.
- Omitting whether models reached production.
- Burying SQL and experimentation skills under deep-learning buzzwords.
From rough notes to a finished resume
This is all CV Forge needs — no template to fill in, no formatting:
Daniel Okafor daniel@example.com ShopNest, Data Scientist, 2020-now - churn model AUC 0.86, saved 1.2M/yr - A/B framework for 6 teams, setup 2 weeks to 2 days - forecast MAPE 18% to 11% - 14 models into Airflow MSc Statistics 2020Generate this resume free — then swap in your notes
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Check it against the job you want
Recruiters filter data scientist resumes by the words in the posting. Paste your resume and the job ad into the free ATS Match Score to see which of them you are missing, score your resume free (0-100, with every fix listed), or start from the data scientist resume keywords list. Applying now? Adapt the data scientist cover letter example.