Staff Data Scientist
Core
Lead high-impact data science initiatives across marketing, growth, and product to shape audience strategy, acquisition, retention, personalization, and investment efficiency.
Role type
Staff Data Scientist (Senior IC, Strategy & Mentorship)
Builds
Scalable measurement and modeling frameworks, AI-enabled workflows, and reusable data science pipelines for go-to-market and product surfaces.
Domain
Non-profit / Social Impact (Donation Marketplace) + Marketing & Growth
Deliverable
production ML models | dashboards & analysis | research
Required skills
Causal inference, Uplift modeling, Heterogeneous treatment effects, Incrementality measurement, Statistical inference, A/B testing, Multi-arm bandits, Contextual bandits, SQL, Python, Technical strategy definition, Mentoring
Preferred skills
Media mix modeling, Multi-touch attribution, Forecasting, Budget allocation, ROI modeling, Amplitude, Google Analytics, Optimizely, GrowthBook, Snowflake, Databricks, dbt, Airflow
Responsibilities
Define org-level technical strategy for experimentation and decision science; Design and interpret experiments to estimate treatment effects; Develop ML models for targeting and lifecycle optimization; Partner with cross-functional teams to evaluate user journeys and conversion; Use AI tools to accelerate prototyping and analysis; Mentor data scientists and analysts on methodology and best practices.
Seniority
Staff, hands-on IC with strategic leadership and mentorship
