AI Data Strategy & Model Operations Specialist Graduate (AI Data Service Operations) - 2027 Start
Core
Translate AI model training and evaluation needs into scalable data production plans and coordinate delivery across annotation and production teams.
Role type
Graduate AI Data Strategy & Model Operations Specialist
Builds
Multilingual, multimodal data assets for TikTok's global content ecosystem governance and AI/LLM training pipelines
Domain
Generative AI, Large Language Models, Content Operations
Deliverable
production ML models
Required skills
Data operations, Project management, Data analysis, SQL, Excel, AI tools usage, Operational efficiency, Quality standards definition, Cross-functional coordination, Root cause analysis
Preferred skills
Bachelor's degree in data/statistics/CS, Internship in data/AI operations, English fluency, Logical thinking, Structured communication
Technologies
SQL, Excel, Dashboards, AI tools
Responsibilities
Translate model training needs into annotation and delivery tasks; Coordinate capacity, workforce, timeline, and cost; Define and iterate data production standards and quality rules; Track operational issues and drive efficiency improvements; Use SQL/Excel/AI tools for data analysis and monitoring; Align data standards and feedback loops with product and algorithm teams