AI Engineer

Description

About Us

Hello, we’re Flare! We are reimagining how attorneys and clients work together. We are obsessed with building solutions that empower attorneys and consumers through the legal journey. Funded by leading VC firms, we are an industry leader in legal technology. Our platform simplifies the delivery of complex legal services while providing ease and clarity to clients and attorneys throughout the process. With a global team that brings a fresh perspective, Flare is revolutionizing the way legal services are delivered. We’re a team of creative problem-solvers who want to make the world a better place. Join us.

Check out helloflare.com for more!

Overview

In this role, you will work on production-grade systems where model quality, reliability, latency, agentic orchestration, and product thinking directly impact people during some of the most meaningful moments of their lives.

If you’re passionate about generative AI and its potential to reshape industries, this is an opportunity to work on cutting-edge solutions in a field that truly matters.

What You Will Do

• Build and ship AI-powered product experiences that automate and improve how legal work gets done at consumer scale.
• Work across the full AI development lifecycle: problem framing, data exploration, prototyping, evaluation, production deployment, and continuous improvement.
• Develop systems for intelligent intake, document generation, case orchestration, client communication, attorney workflows, and other core parts of the Flare AI platform.
• Design evaluation frameworks, experiments, and metrics to measure model quality, reliability, latency, user impact, and business outcomes.
• Apply strong engineering practices to AI systems, including clean code, version control, testing, CI/CD, observability, monitoring, and safe deployment.
• Explore and experiment with the latest GenAI models, agentic patterns, retrieval techniques, tools, and orchestration approaches - and translate what works into real product capabilities.
• Partner closely with product, engineering, legal operations, and domain experts to deeply understand the business problem before choosing the technical solution.
• Help build AI systems that are reliable, explainable, ethical, and aligned with the realities of legal work and client care.
  
  

• Strong software engineering skills and the ability to deliver clean, maintainable, production-grade systems.
• Hands-on experience with LLMs, NLP, retrieval, agents, evaluation, prompt/model experimentation, or related GenAI techniques.
• Comfortable building software both directly and through AI-assisted development workflows using coding agents and agentic tooling.
• Strong engineering judgment: knowing when to zoom into implementation details and when to zoom out to coordinate systems, workflows, and execution across multiple moving parts.
• Strong analytical skills - able to define metrics, evaluate performance, and make data-informed decisions.
• Familiarity with fundamental engineering practices such as Git, testing, containers, CI/CD, observability, and production debugging.
• Ability to collaborate across engineering, product, operations, and domain experts in a fast-moving environment.
  
  

• You’re curious and opinionated about the rapidly evolving AI landscape.
• You care about solving the right problem, not just applying the newest technology.
• You enjoy balancing hands-on implementation with systems thinking and orchestration.
• You’re excited about using AI to make complex, high-stakes services more accessible and human