AI Infrastructure / Product Engineer
Core
Build evaluation systems, backend services, and product features to measure and improve applied AI in production for legal work.
Role type
Senior IC AI infrastructure and product engineer
Builds
Production retrieval, drafting, document, and agent workflows; evaluation pipelines; dashboards; cloud infrastructure
Domain
Legal technology + Applied AI / Machine Learning
Deliverable
production ML models
Required skills
Python, cloud deployment, evaluation pipelines, APIs, databases, monitoring systems, backend services
Preferred skills
FastAPI, Docker, React, Next.js, Postgres, vector databases, LLMs, retrieval-augmented generation, agents, AI benchmarks, document automation
Technologies
Python, FastAPI, Docker, React, Next.js, Postgres, vector databases, LLMs
Responsibilities
Build repeatable benchmarks and evaluation pipelines; Create dashboards for system performance; Develop production retrieval and agent workflows; Build backend services and APIs; Deploy and operate cloud infrastructure; Collaborate with AI research and product teams
Seniority
Senior, hands-on IC