数据科学家 - TikTok Shop
Core
Build data science frameworks for global e-commerce governance, risk monitoring, and strategy evaluation to ensure platform health and user experience.
Role type
Senior Data Scientist (E-commerce Governance & Risk)
Builds
Global e-commerce platform governance systems, risk detection frameworks, and strategy evaluation pipelines.
Domain
International E-commerce / Data Science / Risk Management
Deliverable
dashboards & analysis
Required skills
Statistical inference, Hypothesis testing, Regression analysis, Experimental design, Causal inference, Time series analysis, Anomaly detection, Clustering, Text analysis, Machine learning, SQL, Python, Hive, SparkSQL, Spark, Hadoop
Preferred skills
AI-Native Data Science, Large Language Models (LLMs), Agentic workflows, TRAE, Codex, Claude Code, Root Cause Analysis (RCA), Business problem definition
Technologies
Python, SQL, Hive, SparkSQL, Spark, Hadoop, LLMs, AI Agents
Responsibilities
Establish metrics systems for platform risk, governance effectiveness, and user experience; Evaluate algorithm models and governance strategies using A/B testing and causal inference; Build automated frameworks for risk monitoring, anomaly detection, and root cause analysis; Explore AI/Agent applications to automate data science workflows like diagnosis and strategy evaluation.
