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 MaaS platform.
Domain
Cloud Infrastructure / AI Model Operations / MaaS
Deliverable
dashboards & analysis
Required skills
Data analysis, Business operations, ROI analysis, Resource utilization analysis, AI product knowledge, Strategic planning
Preferred skills
Cloud resource analysis, SQL, Python, BI tools, GPU utilization analysis, Token consumption patterns
Responsibilities
Establish unified token metrics and business analysis frameworks; Analyze business usage structures to identify waste and high-cost scenarios; Develop tiered resource matching mechanisms; Support company-level budget and resource allocation decisions; Drive analysis for replacing external models with internal ones.