Software Engineer

The role

You will build AI-powered product features and backend services. You will work on LLM mechanics, data pipelines, and product UI to automate insurance workflows.

What you will do

• Build product features powered by LLMs, including retrieval-augmented generation (RAG), embeddings and semantic search, prompt design, structured output, and tool-using agents.
• Work hands-on with the mechanics of AI systems: chunking and embedding documents, vector stores and retrieval, context construction, and evaluating output quality.
• Build the backend services, data pipelines, and product UI that turn these AI capabilities into reliable, production-grade features.
• Turn messy real-world insurance data into trustworthy, source-cited product capabilities.
• Collaborate across product, sales, and customer success to ship high-leverage work.

Required qualifications

• 1 to 3 years of software engineering experience (or equivalent), with strong fundamentals.
• Proficiency in Python and/or TypeScript and comfort with SQL.
• A real understanding of how modern AI systems work under the hood: LLMs and prompting, tokens and context windows, embeddings and vector search, RAG, and basic evaluation of model output.
• Genuine interest in applied AI and a desire to go deep on the domain.
• Strong ownership and comfort in a fast-moving environment.

Nice to have

• Hands-on experience with LLM orchestration and RAG tooling (for example LangChain, LlamaIndex, or similar) and vector databases (for example pgvector, Pinecone, or Weaviate).
• Experience building agents, tool/function calling, or evaluation and prompt-testing pipelines.
• Experience with React, Postgres, or cloud platforms, or with document-heavy data.

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.