Senior Data Scientist - Experimentation
Core
Design and build a new generation of experimentation platform for the Ads Platform organization to enable safe, data-driven feature launches and measure treatment effects.
Role type
Senior IC machine learning engineer and statistician (experimentation)
Builds
Scalable experimentation platform, data pipelines, and automated reporting tools for Search Ads in App Store and Apple News
Domain
Advertising technology, marketplace dynamics, causal inference
Deliverable
production ML models
Required skills
SQL, Python, Pyspark, Scala, causal inference, A/B testing infrastructure, randomized control trials, regression, propensity score matching, Diff in Diff, regression discontinuity, instrumental variables, data engineering, observability
Preferred skills
Advanced degree in CS/Statistics/Applied Math, 6+ years building scalable applications, marketplace experimentation experience, measuring advertiser value
Technologies
SQL, Python, Pyspark, Scala
Responsibilities
Design and analyze controlled experiments to estimate incremental impact; Lead design and maintenance of scalable data pipelines; Provide expert technical guidance on statistical techniques and experiment design; Conduct rigorous end-to-end analyses to uncover insights; Mentor junior engineers and scientists
Seniority
Senior, hands-on IC
