数据科学家（AIGC安全方向） - TikTok
Core
Lead AIGC safety governance metrics, build reusable monitoring/evaluation frameworks, and drive label quality improvements for suspected AI content.
Role type
Senior AIGC safety data scientist
Builds
AIGC content governance systems and evaluation frameworks
Domain
Social media / Generative AI safety
Deliverable
production ML models
Required skills
SQL, Python, large-scale data processing, statistical evaluation methods (Precision, Recall, Coverage, Sampling, confidence intervals), bias control, experimental design, causal inference
Preferred skills
Content ecosystem experience, Trust & Safety, AIGC, Generative AI, complex risk control
Technologies
SQL, Python
Responsibilities
Design AIGC safety metrics and evaluation frameworks; Analyze multi-source data (user feedback, internal models) to improve labeling quality; Evaluate and optimize large models and business strategies for AIGC governance; Collaborate with Product, Eng, and Policy teams to drive project delivery; Decompose complex governance problems and provide decision insights.
Seniority
Senior, hands-on IC
