Member of Technical Staff, Machine Learning

ABOUT FINCH

We believe every American household deserves access to counsel in life’s biggest moments. At Finch, we’re building the infrastructure to make justice radically more accessible. Our modern approach to consumer law automates the admin work and puts clients first, starting with personal injury.

In just over a year, we've grown 10x, raised a $20M Series A, and become the pre-litigation partner of choice for top personal injury firms across the country. We believe the best outcomes happen when expert operators and purpose-built AI work together – which is why we handle every step of pre-lit, from intake and claim opening to medical records, lien management, and demands, with humans leading every case.

We’re backed by Sequoia, Redpoint, and the founders & CEOs of generational companies like DoorDash, Ironclad, and Digits. We’re rebuilding how the law serves everyday Americans from first principles, and we’re hiring exceptional operators to help us scale it nationwide.

 

THIS ROLE

Legal work is buried in unstructured documents, repetitive workflows, and data that no existing system handles well — and we're building the AI to fix it. As a Member of the Technical Staff at Finch, you'll own the full lifecycle of AI systems, from prototype to production, working on problems where a single breakthrough can meaningfully change how law firms operate.

 

WHAT YOU'LL DO

This is a hands-on applied AI role where you'll build and ship production systems — not just run experiments. The scope will grow as our product and team do.

- Build voice agents, browser agents, OCR pipelines, and LLM-powered workflows that work reliably in production.

- Design rigorous evaluation frameworks and feedback loops to systematically improve model accuracy and reliability.

- Own the full ML lifecycle — model selection, fine-tuning, prompt design, deployment, and monitoring.

- Collaborate directly with product, ops, and legal experts to make sure the AI is solving the righ...