We're building an AI operating system for insurance brokerages.

Our agents handle the full service stack: servicing, underwriting and QA. They're insurance specific focused on on carrier guidelines, appetite guides, and underwriting manuals, and wired directly into the systems brokers already run on. The goal: give every brokerage the capacity of a team twice its size, without adding headcount.

We're hiring an AI Engineer to own how our agents reason over insurance language, navigate real brokerage workflows, and ship to production every week. You'll work directly with the founders.

What you'll do

Build and fine-tune agents that handle real insurance workflows: quotes, servicing, endorsements, intake, and triage
Develop retrieval and reasoning systems over SOPs, appetite guides, and underwriting bulletins
Build and maintain evaluation pipelines so our agents stay accurate, reliable, and safe in a regulated environment
Ship new features to production every week and own the quality of what customers experience, from internal tools to customer-facing channels like iMessage and RCS
Work directly with large brokerages to turn messy real-world problems into deployable workflows

Who you are

3+ years building production AI systems, applied ML, or NLP
Deep familiarity with LLMs, retrieval, agent frameworks, and evaluation
Strong Python skills, comfortable with PyTorch, TensorFlow, or similar
You ship fast and care about what lands in production, not just what works in a notebook
Interested in solving hard problems in regulated industries (insurance experience is a plus, not a requirement)
Comfortable working and shipping with AI tools

What we offer

Competitive salary of $150k to $250k and meaningful equity in an early-stage company
Direct ownership of the AI that powers a category-defining product
Work alongside operators, builders, and founders who care about the craft
Health, dental, and wellness benefits
Dinner covered if you're in the office past 7:30pm
Expenses covered for conferences, tools, and anything you need to do your job well

If you want your work in front of real customers every week, in an industry that touches everyone, we'd love to talk.

Apply now or reach out directly. We move fast.

General Magic

New Jobs

AI Engineer