Job Description

Description

THE OPPORTUNITY

Curate and govern the context layer (RAG/KBs, embeddings, metadata, labeling) to improve answer quality and minimize hallucinations, while protecting data/PII.

RESPONSIBILITIES

Curation & Labeling

  • Extract and curate content from enterprise sources (Confluence, Jira, SharePoint, ServiceNow,qTest) using APIs and automation.

  • Define chunking and metadata schemas; labeling guidelines; golden Q&A and evaluation sets.

  • Implement chunking strategies for diverse content types (code repositories, technical documentation, tickets, test cases).

  • Implementcurationworkflows and retention policies.

  • Retrieval Quality

  • Run A/B experiments across vector stores;monitoranswer quality vs. cost/latency; recommend defaults.

  • Analyze failure cases and propose data-driven improvements.

  • Data Governance

  • Enforce data ...

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