Full Stack AI Engineer

The role

The Full Stack AI Engineer will work across the product and technical stack, including AI workflows, backend systems, and frontend product experiences. You will deploy AI-powered solutions for insurance brokers, MGAs, and carriers using LLMs, embeddings, and structured data pipelines.

What you will do

• Work directly with insurance brokers, MGAs, and carriers to deploy AI-powered solutions.
• Use modern LLMs, embeddings, and structured data pipelines to build features.
• 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 product, infrastructure, workflow logic, or delivery.

Required qualifications

• 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.

Nice to have

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

Benefits

• A high-impact role with ownership from day one.
• Competitive compensation and meaningful equity.
• Direct collaboration with founders and real users.
• Remote-first flexibility.
• The opportunity to help build an AI-native product from the ground up.

About the company

Outmarket is the AI platform for insurance, trusted by more than 250 brokerages to run the work their business depends on. It is an AI-first company that automates quote comparisons, coverage gap and tower analysis, policy review, and proposal generation.