社交产品策略运营-CQC
Core
Design and execute data strategies, evaluation mechanisms, and production pipelines for social product large language models (LLMs) to support user needs and model iteration.
Role type
Social product strategy and operations specialist (LLM evaluation & data)
Builds
Training datasets, evaluation benchmarks, and production tools for social LLMs
Domain
Social media + Generative AI
Deliverable
production ML models
Required skills
LLM evaluation strategy, data pipeline orchestration, social product sense, conversational understanding, content quality judgment, quantitative analysis, cross-functional collaboration
Preferred skills
AI product experience, model training/iteration principles, QA/testing coordination
Technologies
LLMs, evaluation frameworks, data labeling platforms
Responsibilities
Decompose user needs into structured data requirements for social scenarios; Build and monitor model training/evaluation datasets and quality metrics; Coordinate delivery of data tasks and manage team capacity/risk; Drive efficiency improvements in labeling and pre-labeling tools; Generate systematic evaluation reports with algorithm and operations teams.