Embedding VC
Software Engineer, Applied AI / Product
San Francisco Bay Area · On-site · Full-time · Posted Jul 28, 2026
About the job
Build and improve a full-stack agentic platform that structures medical and legal casework, supports user workflows, and helps physicians operate their practices.
What you'll do
- Build and ship workflows that automate steps in casework, informed by physicians and operations staff.
- Develop agent evaluation frameworks, guardrails, and knowledge feedback loops; improve case-context ingestion, indexing, and assembly.
- Build user-facing tools and interfaces, iterating on agents and features using user feedback.
What they ask for
- Engineer for correctness and reliability.
- Ship high-quality code quickly and turn vague problems into shipped solutions without a spec.
- Own problems end to end, from agent logic through user interface.
- Care about product craft and usability.
Nice to have
- Excitement about frontier models and the evaluations and guardrails around them.
AI focus
Build agent architectures and evaluation frameworks; work with frontier models, guardrails, synthesized knowledge, and the data and context agents use.
Model-written summary · the original posting is authoritative