Senior Forward Deployed AI Engineers
Core
Build and ship production-quality agentic AI systems end-to-end for enterprise clients in Financial Services, Energy, and Healthcare, including multi-agent orchestration, RAG pipelines, and evaluation frameworks.
Role type
Senior Forward Deployed AI Engineer (IC)
Builds
Production agentic AI systems, multi-agent orchestration, RAG pipelines, MCP server integrations, and evaluation/observability layers.
Domain
Enterprise AI, Agentic Systems, LLM Operations
Deliverable
production ML models
Required skills
Agentic AI system design, Multi-agent orchestration, RAG architecture, Python, Cloud platforms (AWS/Azure/GCP), LLM evaluation, Client stakeholder communication, Ambiguity management, Code review, System reliability engineering.
Preferred skills
MCP server development, Regulated industry experience, Model observability tooling (LangSmith, Weights & Biases), Cost/latency optimization, Community contribution.
Technologies
Claude Agent SDK, LangGraph, Strands, CrewAI, Python, AWS, Azure, GCP, Vector stores, Graph stores.
Responsibilities
Design and implement evaluation frameworks for non-deterministic systems, Raise build quality through testing and automation, Explain technical trade-offs to non-engineers, Contribute reusable assets and reference implementations, Work with client-side technical leaders, Deliver complex systems in ambiguous environments.
Seniority
Senior, hands-on IC
