Founding Full Stack Engineer

About Olive Legal

98% of medical negligence victims go uncompensated, which we view as a moral failure of our justice system. We think fixing this is two-fold: solving hard technical problems to make the litigation process cheaper using LLMs, and solving market inefficiencies which artificially limit the supply of funding for medical malpractice cases. At Olive, we’re doing both.

We’ve hit $15k in monthly revenue in several weeks, but there’s so much more to do. We’re looking for a founding full stack engineer to join our team of two: a Harvard Law grad and a former Jane Street engineer who worked on finding and fixing market inefficiencies on their Options desk for 3 years.

About the role

Skills: Next.js, Machine learning, Python, React

You’ll be building tech to organize and normalize unstructured medical records, in order to answer highly detailed medical questions from our customers. These questions might look like, “when exactly was fentanyl administered during this patient’s hospital visit”, or “when was the patient turned over during their hospital stay”.

We have an LLM-based pipeline built out in Python as well as a Next.js UI. You’ll be working on improvements to our normalization pipeline, as well as major UI improvements. Most importantly, you’ll be helping drive the direction of the company as we strive towards our mission.

Our values:

• Scout Mindset believers: better to get your dopamine from improving your ideas than from having them validated (Nat Friedman).

• Cautious accelerationists: tech has the potential for tremendous good, if incentives are aligned.

• Flat culture: we strive to be a meritocracy. Everyone’s ideas deserve not just be heard, but to be respected.

• Inclusivity: diverse people have diverse ideas. Everyone is welcome.

• Zero blame: when we grow from our mistakes, so does our company.

• Fun: we work hard, but we work best when we’re having a good time. We’re an in-person company, but travel, games, and thinking are core to our culture.

Qualifications

• Hold a bachelor's or master’s degree in Computer Science, Computer Engineering, or Data Science, or equivalent work experience

• Ability to own projects end-to-end

• Strong communication and collaboration skills

Bonus Qualifications

• Familiarity or experience with AWS

• Familiarity or experience in legaltech

We are a fully in-person company, must be willing to relocate to NYC. Able to sponsor TN or E3 visas.

Technology

Hardest problems

• Organizing and normalizing 1000s of pages of scanned medical records

• Making it fast

Stack

• Frontend: Next.js / React / Tailwind

• Backend: Next.js / Python

• Infrastructure: AWS