Summary

Build and operate production machine learning systems, including agents that understand technical documents and retrieve evidence. The work supports medical device certification and includes evaluation, deployment, and iterative improvement. No work arrangement is specified.

Responsibilities

• Build agents to parse and inspect technical files
• Develop evidence-grounded retrieval harnesses for documents
• Create datasets and benchmarks with assessors
• Measure retrieval quality and citation correctness
• Deploy, monitor, and improve production ml systems