Data Scientist

Data scientists analyze data to answer business questions, design experiments, build dashboards, and sometimes train models. They sit between data engineering, product, and analytics. The role varies wildly — some are mostly SQL + stats, others are nearly ML engineers.

Designing an A/B test, building a churn analysis, presenting findings to product leadership, and prototyping a propensity model.