CSIG服务生态管理部-AI模型服务高级采购经理（云和人工智能方向）
Core
Sourcing, negotiating, and managing procurement of large language model APIs, cloud model hosting services, and third-party aggregation platforms to support AI business scenarios.
Role type
Senior strategic procurement manager (AI/Cloud)
Builds
Token consumption cost models, multi-supplier backup strategies, and enterprise-grade SLA frameworks for AI model services.
Domain
Artificial Intelligence / Cloud Computing / SaaS
Deliverable
production ML models
Required skills
Supplier sourcing and qualification, complex contract negotiation, cost modeling and budget control, AI market dynamics analysis, data privacy and compliance management, multi-vendor strategy execution
Preferred skills
Experience with major LLMs (GPT, Claude, GLM), SaaS pricing model expertise, high-volume data analysis
Technologies
Large Language Models (LLMs), MaaS platforms, Cloud providers, Token-based billing systems
Responsibilities
Source and onboard domestic and international LLM API providers and cloud vendors; Negotiate tiered pricing, TPM limits, and enterprise SLAs; Manage contracts regarding data privacy, IP, and compliance; Collaborate with R&D to forecast token demand across training and inference scenarios; Optimize procurement costs by comparing pay-as-you-go and reserved capacity models; Monitor supplier KPIs (latency, stability, hallucination rates) and enforce vendor replacement; Ensure compliance with global AI regulations and data sovereignty laws; Drive multi-supplier backup mechanisms to prevent vendor lock-in.
