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Fruition Executive Search

Founding ML/AI Engineer

Posted 2 Days Ago
In-Office
San Francisco, CA, USA
Mid level
In-Office
San Francisco, CA, USA
Mid level
Build and own the recruiting marketplace’s AI/ML intelligence layer, including recommendation, ranking, retrieval, and LLM-powered candidate-role matching. Ship production features rapidly, architect data pipelines and model services, and translate founder product goals into deployed systems. The role requires applied machine learning, recommender systems, production LLM API experience, and strong Python or TypeScript skills. Work is fully on-site in San Francisco six days per week.
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Founding ML/AI Engineer

San Francisco, on-site · Full-time · US Relocation assistance available

The build: As a founding ML/AI engineer, you'll own the intelligence layer of our recruiting marketplace — the recommendation systems, ranking algorithms, and LLM-powered matching that decide which candidate sees which role. This is the core of how the product works, and it's yours to build.

What you'll do

  • Own the AI/ML intelligence layer end to end: recommendation, ranking, and retrieval.
  • Build LLM-powered matching that measurably improves candidate-role alignment.
  • Take features from problem to production yourself, shipping on a daily cadence.
  • Architect and maintain the production data pipelines and services the models run on.
  • Work directly with the founders to turn product goals into shipped systems.


Requirements

What we're looking for

  • 2–5 years shipping production software, with real applied ML depth. You've put models in front of users, not just in notebooks.
  • Hands-on experience with recommender systems, ranking, or ML-powered matching — the thing we care about most.
  • Strong in TypeScript or Python. Either is fine on its own.
  • Production experience with LLM APIs.
  • Strong CS fundamentals and a track record in fast, unstructured environments.
  • Something outstanding on your profile: a top program, a strong GitHub, projects you're proud of.
  • Nice to have: React, Supabase, Prisma, Typesense, trigger.dev, embeddings and vector search.

How we work: In person in SF at our hacker house, 6 days a week. Intense cadence — better you know now than find out in week two. Relocation assistance available.



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