豆包AI大模型数据分析-火山方舟MaaS
Core
Build a data analysis and operations system for model resource management, focusing on cost, utilization, and business value optimization for large language models.
Role type
Senior Data Analyst / Strategy Operations (AI Infrastructure)
Builds
Unified token metrics, cost/utilization frameworks, and resource allocation mechanisms for the DouBao AI platform.
Domain
Cloud Infrastructure / Large Language Models (LLM) / AI Operations
Deliverable
dashboards & analysis
Required skills
Data analysis, Business operations, ROI analysis, Resource utilization analysis, AI product knowledge, SQL, Python, BI tools
Preferred skills
Cloud resource management, Ad/Recommendation/E-commerce analytics, GPU utilization analysis, Token consumption patterns, Strategic problem solving
Responsibilities
Establish unified token metrics and business analysis frameworks; Analyze business usage structures to identify waste and high-cost low-value scenarios; Build tiering mechanisms for business, models, and resources; Support company-level resource allocation and budget management; Drive analysis for replacing external models with internal ones.