Senior Machine Learning Scientist
Core
Building large-scale forecasting systems and modeling long-term user outcomes to inform business growth and product strategy for Roblox's global community.
Role type
Senior Machine Learning Scientist (Forecasting & User Modeling)
Builds
Horizontal ML systems, batch prediction infrastructure, and scalable modeling solutions for user trajectory and business growth.
Domain
Gaming / Social Platform / Data Science
Deliverable
production ML models
Required skills
Time series modeling, transformer-based models, scalable ML pipeline design, causal inference, project leadership, strategic communication
Preferred skills
None stated
Technologies
Transformers, batch prediction frameworks, ETL pipelines
Responsibilities
Develop large-scale forecasting systems for business growth; Model long-term user outcomes; Design batch prediction infrastructure with explainability; Collaborate on causal understanding of ecosystem health; Lead projects from scratch; Communicate strategic findings to influence roadmaps
Seniority
Senior, hands-on IC
