大模型产品运营-TikTok安全产品
Core
Manage model strategy operations for TikTok's safety products, focusing on designing, optimizing, and managing the full lifecycle of model training and evaluation to improve model performance.
Role type
Product Operations Specialist for Large Language Models (LLM) and Safety
Builds
Data production pipelines, model training datasets, and evaluation frameworks for safety models
Domain
AI Safety, Large Language Models (LLM), Content Moderation
Deliverable
production ML models
Required skills
Model strategy design, Data production lifecycle management, LLM and Transformer architecture knowledge, Project management, Cross-functional collaboration, Data analysis
Preferred skills
Experience in trust and safety, Content quality control, Compliance in content safety, Model optimization, Industry trend tracking
Technologies
LLM, Transformer
Responsibilities
Identify model performance gaps and propose improvement measures, Define dataset standards and ensure high-quality data delivery, Explore new LLM tools to optimize data production workflows, Research novel model training methods to enhance data generalization and coverage
