AI Engineer - Generative AI and Agents
Core
Build and operate production AI systems including retrieval pipelines, tool-using agents, evaluation harnesses, and safety guardrails for real users.
Role type
Senior IC AI Engineer (Generative AI and Agents)
Builds
Production retrieval systems, agentic workflows, evaluation suites, and reliable AI operations
Domain
Generative AI, LLM systems, and production software engineering
Deliverable
production ML models
Required skills
Python, LLM-based systems engineering, vector database management, agent frameworks, evaluation suite design, cloud deployment, AI-assisted coding
Preferred skills
Fine-tuning of open-weight models, self-hosted inference, multimodal systems, LLM security, compliance delivery, high-throughput inference
Technologies
LangGraph, LangChain, CrewAI, MCP, pgvector, Pinecone, Qdrant, FAISS, Azure AI Search, Azure, AWS, Docker, GitHub Actions, Terraform, Bicep, Langfuse, Ragas, LangSmith, Claude Code, Cursor, GitHub Copilot
Responsibilities
Design and implement retrieval systems with hybrid search and reranking; build stateful multi-step agentic workflows with tool calling; create evaluation test sets and track regression; implement safety guardrails and prompt-injection defenses; manage containerized deployment and observability; work within client environments including code repositories and calls
Seniority
Senior, hands-on IC