GenAI Engineering Lead

5 days ago

Tel Aviv, Tel Aviv, Israel Honeycomb Insurance Full time ₪120,000 - ₪200,000 per year

About The Role:

This is a hands-on leadership role. You'll lead GenAI system development, mentor engineers (including MLOps), and grow a high-impact team.

What You'll Do:

  • Architect and ship production-grade agentic workflows (LangChain, LlamaIndex, CrewAI, LangGraph)
  • Build RAG pipelines that ground LLMs in structured and unstructured insurance data
  • Connect LLM agents to internal APIs, claims/policy databases, and support tools
  • Collaborate with MLOps engineers using Modal and graph-based orchestration to scale reliable inference
  • Define best practices for LLM evaluation, observability, prompt/tool versioning, and error handling
  • Lead technical direction, mentor team members, and help scale Honeycomb's GenAI footprint
  • Working with the SLT in deploying AI across the organization for operational excellence

Basic Requirements

  • 6 years backend/systems experience (Python preferred), with real-world GenAI applications
  • Deep hands-on with LLM frameworks (LangChain, CrewAI, RAG, vector DBs)
  • Understanding of agentic workflows, tool-calling, memory, and task decomposition
  • Experience with inference orchestration tools (Modal, Ray, etc.) and vector-based retrieval
  • Strong mentorship skills and interest in growing a GenAI team
  • Familiarity with Knowledge Graphs, agent observability, or regulated domains like insurance/finance - an advantage

Why Honeycomb?

  • Lead the GenAI strategy and execution at a company transforming a legacy industry
  • Build high-leverage AI systems with immediate customer and business impact
  • Work directly with product, underwriting, and execs — no bureaucracy
  • High ownership, fast cycles, meaningful equity

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