Senior ML Engineer
Core
Owner of production ML and AI agent systems, taking models from prototype to production and building low-latency APIs for a Next Best Action engine.
Role type
Senior IC machine-learning engineer (AI agents)
Builds
Low-latency ML API, LLM agent tool contracts, and production-grade AI agents for credit union members.
Domain
FinTech / Credit Union lending
Deliverable
production ML models | product features
Required skills
Python, low-latency API design, LLM tool design, evaluation discipline for non-deterministic systems, prompt engineering, tool implementation rigor, AWS, Docker, GitHub workflows
Preferred skills
Agent observability, cost/latency optimization, agent runtime frameworks, multi-tenant gating, SaaS/FinTech experience
Technologies
Python, TypeScript, FastAPI, BentoML, AWS Lambda, Docker, GitHub
Responsibilities
Harden low-latency ML API for production traffic, ship end-to-end agent tool contracts, build evaluation foundations for agents, mentor data engineers on ML/AI patterns, define team playbook for shipping ML models as LLM tools
Seniority
Senior, hands-on IC
