大模型策略运营专家-TikTok
Core
Define ideal states and standards for large language models (LLMs) in business scenarios, design full-link training strategies, and analyze model performance to drive optimization.
Role type
Senior LLM Strategy & Operations Specialist
Builds
LLM training pipelines, multi-language sample systems, and model skill/agent mechanisms
Domain
Artificial Intelligence / Large Language Models
Deliverable
production ML models
Required skills
LLM training methodology, model evaluation & benchmarking, data strategy, experimental design, root cause analysis, standard definition, cross-functional collaboration
Preferred skills
LLM alignment, data quality optimization, industry trend research, international project experience
Technologies
LLM frameworks, evaluation tools, data pipelines
Responsibilities
Collaborate with algorithm and engineering teams on LLM training system construction; Analyze model effects and output actionable optimization directions; Build multi-language sample systems and model skill standards; Conduct training experiments and perform result reviews; Research industry trends and drive adoption of new methods.
