大模型成本审核产品运营-TikTok Shop
Core
Establish standardized budget estimation and cost prediction methods for large models, build cost analysis dashboards, and drive cost optimization while maintaining review quality and system stability.
Role type
Senior Product Operations Manager (Large Model Cost Optimization)
Builds
Cost analysis dashboards, standardized cost management processes, and resource allocation tools.
Domain
E-commerce / AI Infrastructure / Model Operations
Deliverable
dashboards & analysis
Required skills
SQL, Excel, BI tools, budget forecasting, cost modeling, stakeholder management, project management, data analysis, cross-functional collaboration, English communication
Preferred skills
Experience in e-commerce, content safety, review governance, or B2B platforms, understanding of large model training/inference mechanisms
Technologies
SQL, Excel, BI tools
Responsibilities
Build standardized budget estimation and cost prediction methods for large models; Establish cost indicator systems and analysis dashboards; Identify cost reduction opportunities in resource allocation and model routing; Collaborate with strategy, data, and engineering teams to drive cost optimization; Standardize cost management processes and tools.
Seniority
Senior, hands-on IC
