AI数据生产运营管理（资源与成本管理方向） - TikTok
Core
Manage resources, costs, and operations for AI model training data production, serving TikTok's global AI capabilities.
Role type
Senior Operations Manager (AI Data Production)
Builds
Global AI data production services for model training, evaluation, and optimization
Domain
AI / Data Operations / Cost Management
Deliverable
production ML models
Required skills
Resource planning, cost accounting, budget management, project lifecycle management, data analytics, SQL, BI tools, supplier management
Preferred skills
CPA/ACCA/CMA, PMP, English fluency, model training workflows
Technologies
SQL, Tableau, Power BI, Excel
Responsibilities
Plan and configure resources (labor, suppliers, budget) for data production projects; Establish cost accounting and management systems to identify optimization opportunities; Build operating analysis frameworks for capacity, efficiency, quality, and cost metrics; Manage full project lifecycle from assessment to delivery; Build quality and efficiency monitoring systems with dashboards and alerts.
