Data Scientist - Multimedia
Core
Develop experience metric systems and monitoring capabilities to optimize user content creation journeys and personalized publishing experiences on TikTok.
Role type
Senior IC data scientist (multimedia/user experience)
Builds
Experience metric systems, monitoring capabilities, and personalized publishing models
Domain
Social media / Mobile applications / User experience optimization
Deliverable
production ML models
Required skills
SQL, Python, Hive, Spark, A/B testing, metric design, causal inference, statistical modeling, data mining
Preferred skills
Entertainment industry experience, streaming platform experience, social application experience, fast-paced product iteration experience
Responsibilities
Develop experience metric systems and monitoring capabilities across creation stages; Conduct experimentation and define launch standards; Quantify impact of creation tools on user behavior; Build models for personalized publishing experiences; Collaborate on landing solutions for evolving products; Research cutting-edge methodologies
Seniority
Senior, hands-on IC
