IMDb Data Scientist, IMDb Insights and Analytics
Core
Frame loosely defined business problems as science problems, design ground truth datasets, and build ML models for traffic detection, moderation, abuse modeling, and audience demand forecasting.
Role type
Senior IC data scientist (ML & measurement)
Builds
Production ML models for traffic detection, moderation, abuse modeling, and demand forecasting
Domain
Entertainment industry, data science, machine learning
Deliverable
production ML models
Required skills
SQL, Python, statistical modeling, machine learning, ground truth design, evaluation metrics, generative AI tooling, model deployment, drift monitoring
Preferred skills
Experience at large tech company, entertainment industry background
Technologies
SQL, Python, R, SAS, Matlab, generative AI tooling
Responsibilities
Frame business problems as science problems, establish ground truth and label quality, define precision/recall/coverage, document failure modes and error costs, deliver methodology for medium-size projects, decide on training vs fine-tuning vs API calls, partner with engineers for production deployment, mentor teammates on method choice
Seniority
Senior, hands-on IC
