7+ years of experience as a growth, product, or full-stack engineer with exposure to data and experimentation Strong skills in TypeScript At least one backend language (Python preferred) Deep experience with analytics pipelines and tooling (e.g. Segment, PostHog, Amplitude, dbt, or custom pipelines) Proven track record of running growth experiments that impacted activation, retention, or revenue Strong product sense and taste Comfortable working across frontend, backend, and data layers to ship experiments independently