高级数据挖掘工程师-TikTok用户增长
Core
Drive user growth strategies for TikTok's global user acquisition, activation, retention, and monetization through data analysis and strategy development.
Role type
Senior Data Mining Engineer (User Growth)
Builds
Global user growth initiatives and data-driven strategy tools
Domain
Social Media / User Growth / Data Analytics
Deliverable
production ML models
Required skills
SQL, Python, R, Hadoop, Spark, Hive, A/B testing, causal inference, data modeling, business strategy decomposition
Preferred skills
Cross-disciplinary background (Math, Statistics, Economics), global analysis perspective, automation tool building
Technologies
SQL, Python, R, Hadoop, Spark, Hive
Responsibilities
Develop data strategies for user growth; diagnose business growth issues and attribute data anomalies; scale strategy execution to improve business results; collaborate with product and algorithm teams to optimize strategies via analysis and experiments; build automated tools for anomaly attribution and data efficiency.
Seniority
Senior, hands-on IC
