Scientist / Senior Scientist, Ads Systems
Core
Designing and leading offline model evaluation, building simulation models, and driving experimental design for Roblox's advertising marketplace to optimize ad delivery and targeting.
Role type
Senior Scientist, Ads Systems
Builds
Offline evaluation frameworks, simulation models for the ads marketplace, and principled measurement systems for incrementality.
Domain
Digital advertising, machine learning, and platform economics.
Deliverable
production ML models
Required skills
Data pipeline design and ownership, modeling for ad delivery and targeting, user segmentation and experimentation design, auction mechanics, statistical modeling, causal inference, Spark, Hive, Airflow
Preferred skills
Graduate degree in economics, statistics, bioinformatics, cognitive science, or physics
Technologies
Spark, Hive, Airflow
Responsibilities
Design and lead offline model evaluation end-to-end; Contribute to ads ML feature and model improvements; Build offline evaluation and simulation models for the ads marketplace; Lead experimental design and analysis for the ads domain; Design science roadmaps and experimentation agendas.
Seniority
Senior, hands-on IC
