AI Product Manager
Core
An AI Product Manager operating at the intersection of LLM engineering and oncology data to build reliable, production-grade AI agents for clinical research.
Role type
Senior IC AI Product Manager (Healthcare/LLM)
Builds
Production-grade AI agents and evaluation tools for oncology clinical research
Domain
Healthcare / Oncology / Large Language Models
Deliverable
production ML models
Required skills
LLM-based agent architecture, RAG pipelines, LLM evaluation frameworks, problem decomposition for clinical data, prototyping with AI coding tools, data annotation strategy
Preferred skills
Experience with Cursor or Copilot for rapid prototyping, deep understanding of oncology data types (pathology, genomics, clinical notes)
Technologies
Cursor, Claude Code, LLM APIs
Responsibilities
Decompose complex clinical research into well-defined agent tasks; Define reliability metrics and run evaluations; Prototype POCs and design internal evaluation apps; Integrate AI capabilities into user-facing workflows; Oversee the full AI lifecycle from annotation to production mitigation
