Senior Product Manager (Knowledge Agent)

42dot
South Korea
Workplace: HybridFull timeFunction: Product ManagementExperience: 6+ yearsSkills: ["Communication","Cross-functional collaboration","Strategic planning","Risk management"]

Plan and drive the full lifecycle of Knowledge Agent initiatives that enable AI to provide reliable answers across broader knowledge domains. Lead RAG development projects end-to-end, define quality and success metrics (e.g., retrieval performance and generation quality), and manage roadmap, milestones, and KPIs. Partner with Contents Providers to source high-quality external data, negotiate licenses, and coordinate governance topics like copyright and privacy across cross-functional teams.

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FursaFursa
42dot
42dot
1 month ago

Senior Product Manager (Knowledge Agent)

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Source: Company careers pageValidated by: Fursa AI
Last checked: 13 hours agoStatus: Live

Job Summary

Plan and drive the full lifecycle of Knowledge Agent initiatives that enable AI to provide reliable answers across broader knowledge domains. Lead RAG development projects end-to-end, define quality and success metrics (e.g., retrieval performance and generation quality), and manage roadmap, milestones, and KPIs. Partner with Contents Providers to source high-quality external data, negotiate licenses, and coordinate governance topics like copyright and privacy across cross-functional teams.
Location: South Korea
Workplace: Hybrid
Employment Type: Full time
Job Function: Product Management
Seniority: Manager level

Key Responsibilities

  • •Lead the end-to-end lifecycle (planning → development → validation → deployment) of RAG technology development projects, including roadmap, milestones, and resource planning.
  • •Coordinate cross-functional collaboration (engineering, data, legal, business), proactively identify and manage risks, and manage progress, risks, and performance indicators.
  • •Manage Contents Provider partnerships: identify high-quality external data sources, negotiate contracts and license terms, and oversee onboarding processes.
  • •Maintain ongoing CP relationships and regularly review data quality, update cycles, and supply stability, including governance topics like copyright, licenses, and privacy.
  • •Establish evaluation criteria covering retrieval performance (Recall, Precision) and generation quality (hallucination), and define and track KPIs such as answer accuracy, response speed, and user satisfaction.

Key Requirements

  • •6+ years of project management or service planning experience in IT/tech.
  • •Experience planning and managing data-related projects such as data pipelines, data platforms, or data-driven services.
  • •Experience with contracts/collaboration with Contents Providers or external data suppliers.
  • •Agile/Scrum project operations experience and ability to use collaboration tools such as Jira and Confluence.
  • •Technical understanding of LLM, RAG, and vector databases (Pinecone, Chroma, Milvus), plus data literacy to discuss chunking, embedding models, and retrieval algorithms (BM25, Dense Retrieval).
Experience:6+ years
Skills:CommunicationCross-functional collaborationStrategic planningRisk management
Languages:English
Tech Stack:LLMRAGVector databasePineconeChromaMilvusJiraConfluenceAgileScrumLangChainLlamaIndexBM25Dense RetrievalSQLPython

Company Brief

42dot
Develops autonomous driving and mobility software platforms, including AI-based perception, mapping, routing, and connected-vehicle technologies. It works on next-generation transportation systems and self-driving vehicle capabilities for automotive applications.
Industry: Autonomous Vehicles
Company Size: Large (251 to 1,000 employees)
Growth: Scaleup
Headquarters: Seoul, South Korea
Founded: 2019
WebsiteLinkedIn