Staff ML Engineer
Core
Set technical direction for AI-powered systems (LLMs, agents, assistants) and support Data Scientists in productionizing models.
Role type
Staff ML Engineer (LLM & AI Systems)
Builds
LLM applications, agents, RAG pipelines, and production ML infrastructure
Domain
SaaS / Business Management Software / AI
Deliverable
production ML models | product features | infrastructure
Required skills
Python, SQL, LLM frameworks (LangChain), RAG, agent design, evaluation & monitoring, stakeholder management, technical mentorship
Preferred skills
LLMOps/MLOps, vector databases, scaling LLM systems, SaaS/HRTech experience
Technologies
Python, SQL, LangChain
Responsibilities
Design and ship LLM-based solutions (RAG, agents); define patterns and standards for the team; partner with Data Scientists to productionize models; implement evaluation and monitoring for quality/regressions; mentor engineers and lead cross-functional initiatives
Seniority
Staff, hands-on IC with mentorship & strategy
