模型运营专家 - TikTok
Core
Operate and optimize automated labeling systems and AI data services to support model training, evaluation, and optimization for TikTok's global AI capabilities.
Role type
Senior AI Data Operations Specialist (Automated Labeling)
Builds
High-quality, standardized data production pipelines and global lean operations for AI model iteration.
Domain
AI/LLM operations, automated labeling, content safety.
Deliverable
production ML models
Required skills
Statistical analysis, Python, SQL, experimental design, root cause analysis, data-driven decision making, cross-functional collaboration.
Preferred skills
Content safety, trust and safety, understanding of model limitations and application scenarios.
Responsibilities
Monitor automated labeling performance and conduct root cause analysis; Optimize end-to-end automated labeling agent workflows and strategies; Design experiments and evaluate results with data science and algorithm teams; Build standardized methodologies and knowledge reuse across projects.
Seniority
Senior, hands-on IC