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 decision science capabilities for go-to-market and product surfaces.
Domain
Non-profit / Social Impact (Donation Marketplace) + Data Science / Marketing Optimization
Deliverable
production ML models
Required skills
Causal inference, Uplift modeling, Heterogeneous treatment effects, Incrementality measurement, A/B testing, Multi-arm bandits, SQL, Python, AI-assisted development, Technical strategy definition, Mentoring
Preferred skills
Media mix modeling, Multi-touch attribution, Forecasting, Budget allocation, Amplitude, Google Analytics, Optimizely, Snowflake, Databricks, dbt, Airflow
Technologies
Python, SQL, Amplitude, Google Analytics, Optimizely, GrowthBook, Snowflake, Databricks, dbt, Airflow, Git, Looker, Tableau
Responsibilities
Define org-level technical strategy for experimentation and modeling; Design and interpret experiments to estimate incrementality and treatment effects; Develop ML models for targeting, segmentation, and lifecycle optimization; Partner with stakeholders to evaluate acquisition, retention, and ROI; Use AI tools to accelerate prototyping and analysis; Translate complex analyses into clear recommendations for executive audiences; Mentor data scientists and analysts on methodology and best practices.
Seniority
Staff, hands-on IC with strategic leadership and mentorship
