豆包AI大模型应用策略产品经理-火山方舟MaaS
Core
Build and maintain evaluation systems for knowledge base retrieval, vector recall, and memory management in AI applications to drive optimization.
Role type
Senior Product Manager (AI Strategy & Evaluation)
Builds
Evaluation frameworks, benchmarks, datasets, and tooling for vector search and RAG applications
Domain
AI / Large Language Models / Vector Search
Deliverable
production ML models
Required skills
Vector database, RAG, search recommendation, LLM principles, Embedding, vector retrieval, re-ranking, memory mechanisms, data analysis, A/B testing
Preferred skills
Knowledge base retrieval, memory management, algorithm collaboration
Technologies
Vector databases, RAG, Embedding, vector retrieval, re-ranking
Responsibilities
Construct evaluation systems for retrieval and memory; Iterate evaluation methodologies and benchmarks; Analyze user data to identify optimization opportunities; Define data production tasks and standards with engineering teams
Seniority
Senior, hands-on IC
