AI安全模型与数据运营（模型策略与智能运营方向） - TikTok
Core
Design data production and evaluation strategies for AI safety models, optimizing delivery efficiency and stability through automation and human-machine collaboration.
Role type
Senior AI Safety Model Operations & Strategy Engineer
Builds
AI safety model evaluation pipelines, automated quality inspection workflows, and human-machine collaboration systems
Domain
AI Safety, Large Language Models, Data Operations
Deliverable
production ML models
Required skills
AI safety model training and evaluation, data production strategy, bottleneck identification, system optimization, cross-functional collaboration, metric system design, automation and tooling, AI Agent integration, prompt engineering
Preferred skills
Large model understanding, project management, quality governance, process optimization, documentation
Technologies
AI Agents, Prompt Engineering, Automation tools
Responsibilities
Decompose business goals into data and evaluation requirements; design data production and evaluation strategies; identify efficiency bottlenecks and quality risks; build and optimize metric systems for quality and efficiency; collaborate with algorithm and product teams to scale operational solutions.
Seniority
Senior, hands-on IC