Data Scientist - Anti-cheat
Core
Design, develop, and monitor ML solutions to prevent and detect malicious and cheating behavior in games, while building data pipelines and analyzing telemetry.
Role type
Data Scientist / Data Engineer (Anti-Cheat)
Builds
Anti-cheat metrics, performance indicators, ML solutions, ETLs, and data pipelines
Domain
Gaming / Game Security / Machine Learning
Deliverable
production ML models | dashboards & analysis | infrastructure
Required skills
SQL, Python, predictive modeling, ETLs, data pipelines, Google Cloud Platform, database querying
Preferred skills
Experience with anti-cheat, interest in games
Technologies
BigQuery, Google Cloud Platform
Responsibilities
Scope and design anti-cheat measures with stakeholders; perform ad-hoc investigations into suspicious patterns; research and develop anti-cheat metrics; design, develop, and monitor ML solutions; extract, analyze, and communicate insights from gameplay data; integrate and ingest data from third-party services.
Seniority
Individual Contributor
