Staff Data Scientist
Core
Design causal frameworks, build experimentation infrastructure, and own high-leverage models (pricing, ranking, user incentives) to reveal unit economics and drive business action at scale.
Role type
Staff Data Scientist (Technical Leadership & IC)
Builds
Causal measurement systems, experimentation platforms, and production data products for user incentive and pricing algorithms.
Domain
AdTech / Marketing / Gaming
Deliverable
production ML models
Required skills
Causal inference (propensity matching, DID, synthetic control, IV estimation), Experimentation design (multi-arm tests, MMM, MTA, uplift modelling), Data engineering (dbt, Airflow, Kubernetes, Terraform), Statistical rigor, Technical leadership, Cross-functional influence
Preferred skills
Experience in Gaming, AdTech, or user incentive systems
Technologies
dbt, Airflow, Kubernetes, Terraform
Responsibilities
Design causal frameworks for attribution and intervention impact; Build platforms enabling rapid iteration and statistical rigor; Identify and own models moving unit economics; Mentor junior data scientists; Partner with engineering to productionize models
Seniority
Staff, hands-on IC with technical leadership
