Full Stack AI Engineer

About the role

We are hiring a Full Stack AI Engineer to work across the product and technical stack, from AI workflows and backend systems to frontend product experiences. This is a build-and-run role for someone who likes moving between customer problems, product thinking, and hands-on implementation.

Responsibilities

• Work directly with insurance brokers, MGAs, and carriers to deploy AI-powered solutions.
• Use modern LLMs, embeddings, and structured data pipelines to build features such as document review, entity extraction, and quote comparison.
• Rapidly prototype and productionize features based on customer needs and feedback.
• Build reusable systems and components that scale across use cases and customers.
• Operate across boundaries, whether product, infrastructure, workflow logic, or delivery.

Requirements

• 2+ years in ML/NLP/LLM systems, or 3+ years in software engineering with strong applied-AI interest.
• Proficiency in Python and experience integrating modern LLMs into products.
• Experience with SQL and database systems.
• Ability to turn messy real-world data into practical product capabilities.
• Strong ownership and comfort shipping without a perfectly bounded problem.

Bonus if you have

• Experience with unstructured documents such as PDFs or insurance policies.
• Depth in Postgres, React, or Python.
• Early-stage startup experience.