Senior Technical Product Manager, Advertising ML
Core
Own the recommendation engine and ranking system for Xsolla's advertising products, optimizing for eCPM and revenue for millions of mobile game players.
Role type
Senior Technical Product Manager (Advertising ML)
Builds
Recommendation engine, ranking systems, and advertising products for mobile games
Domain
Video game industry, advertising technology, mobile monetization
Deliverable
production ML models
Required skills
Recommendation and ranking systems, experiment design and inference, statistical power and sample ratio mismatch, ML modeling objectives, SQL, ad tech economics, code verification
Preferred skills
Offerwall and rewarded advertising, two-stage ranking systems, pricing and yield management
Technologies
Snowflake, BigQuery, Spark, Airflow, dbt, MLFlow, Vertex AI, feature stores
Responsibilities
Define ranking objectives and constraints, own metric definitions, collaborate on experiment design and validation, evaluate model performance for stakeholders, contribute ranking perspective to the wider ads roadmap
Seniority
Senior, hands-on IC
