Genmd Member of Technical Staff, Agentic Systems builds and owns agent infrastructure for AI research assistants on healthcare data platforms. This role involves shipping production systems and improving agents based on real usage and feedback.
Responsibilities
A growing share of GenMD's product runs on agents, starting with Mira, our AI research assistant on Healthcare Datahub. Mira helps researchers find the right dataset, explore cohorts and write analysis code. You'll design and ship the systems those agents run on, and own them in production against real researchers and real data.
Build and own agent infrastructure: orchestration, tool calling, retrieval over data catalogs and dictionaries, retries and fallbacks, and human-in-the-loop review.
Ship agents into production and keep improving them against real usage: prompts, tools, guardrails, and cost and latency trade-offs.
Build evaluation for agents: offline evals, online metrics and regression detection that tell us whether an agent is actually working.
Design the services, data models and APIs that keep agent actions auditable, permissioned and safe around sensitive healthcare data.
Work directly with the founders, researchers and partners to decide what agents should do and where a human stays in the loop.
Qualification
Required
3+ years building production backend systems; strong in Python or TypeScript.
