Forward Deployed Engineer - AI & Agentic Engineer
Core
Build and iterate production AI applications, agentic workflows, and generative AI features for complex customer engagements.
Role type
Senior IC Forward Deployed Engineer (AI & Agentic Engineering)
Builds
Agentic AI systems, RAG pipelines, and LLM-integrated applications for enterprise clients
Domain
Enterprise IT, Generative AI, Agentic AI
Deliverable
production ML models | product features
Required skills
Python (FastAPI), Agentic AI frameworks (LangGraph, CrewAI, AutoGen, Semantic Kernel, OpenAI Agents SDK, Google Agent Development Kit), MCP (Model Context Protocol), RAG/LLM pipelines, Vector databases, Relational and graph databases (Postgres, Neo4j), Docker, AI coding copilots
Preferred skills
Observability instrumentation (OpenTelemetry, Prometheus), AI/ML frameworks (TensorFlow, PyTorch), Image understanding and OCR, Policy-as-code (OPA/Rego), LLM governance, Legacy application modernization
Technologies
FastAPI, LangGraph, CrewAI, AutoGen, Semantic Kernel, OpenAI Agents SDK, Google Agent Development Kit, MCP, Postgres, Neo4j, Docker, OpenTelemetry, Prometheus, TensorFlow, PyTorch, Hugging Face
Responsibilities
Translate business challenges into agentic AI applications and generative AI use cases; Build and iterate AI applications including agentic workflows and RAG pipelines; Process unstructured data into structured knowledge including ontology extraction; Write production-grade Python services with solid engineering practices; Work with relational and graph databases to model and serve data; Collaborate with platform engineering on deployment and MLOps/LLMOps; Define AI governance and responsible-use guardrails; Instrument AI applications for observability; Guide clients through legacy modernization into AI-enabled workflows; Capture deployment learnings and share best practices
Seniority
Senior, hands-on IC