AI Engineer
Core
Design and build production-grade AI systems, agentic workflows, and orchestration layers for enterprise clients.
Role type
Senior IC AI Engineer (Applied AI / LLM Systems)
Builds
Multi-step agents, tool-using LLM systems, and services integrating structured/unstructured data sources
Domain
Enterprise AI, Applied Machine Learning, LLM Engineering
Deliverable
production ML models | product features
Required skills
Python, LLM engineering patterns (agents, MCP, tool use, retrieval, structured outputs, evals), CI/CD, testing, version control, system observability, latency/cost optimization
Preferred skills
Experience in consulting environments, client-facing technical communication, rapid adoption of new AI tools
Technologies
Python, LLM frameworks, MCP, retrieval pipelines
Responsibilities
Design and implement multi-step agents and tool-using LLM systems; build evaluation and observability loops; translate business problems into technical solutions; wrap AI logic into consumable services
Seniority
Senior, hands-on IC
