模型运营专家-TikTok
Core
Monitor and optimize automated labeling agents and systems to ensure model performance and stability.
Role type
Senior IC machine-learning operations engineer (automated labeling)
Builds
Automated labeling pipelines and evaluation frameworks
Domain
AI/LLM operations and content safety
Deliverable
production ML models
Required skills
SQL, Python, experimental design, root cause analysis, data analysis, model evaluation
Preferred skills
content safety, trust and safety, end-to-end agent workflow optimization
Responsibilities
Monitor automated labeling projects and analyze performance metrics; optimize labeling agent strategies and conduct experiments; collaborate on experimental design and result interpretation; standardize workflows and methodologies across projects.
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