Founding Engineer – AI/LLM at Pump.co (S22)
$110K - $180K  •  
The Costco for cloud is here 🔥🔥
San Francisco, CA, US
Full-time
Will sponsor
3+ years
About Pump.co

Cloud spend is a whopping $500 billion/yr, the biggest growing expense category for any tech company - tackling these costs requires continuous effort and time from DevOps teams.

Pump is a building the fastest way to save ~60% on cloud spend. Our AI-powered platform not only fully automates savings but we also leverage the power of group buying for even greater discounts. Our mission is to use AI to transform the status quo of cloud cost optimization.

We are backed by Y Combinator and our founding team consists of seasoned entrepreneurs with prior exits. We have a transparent, collaborative and a fast-paced culture that prioritizes winning with a flat organizational structure.

About the role

About the Role

We're looking for a Founding Engineer focused on AI/LLMs to build the intelligence layer of Pump’s platform. You’ll work closely with our Head of Engineering and founding team to design, prototype, and ship systems that understand, optimize, and automate cloud infrastructure decisions at scale.

This is a highly cross-functional role where you’ll influence product, architecture, and team direction - while staying close to the code.

Key Responsibilities

  • Influence our product roadmap and AI technical strategy
  • Own end-to-end development of LLM-integrated features - from concept to deployment
  • Build and optimize workflows using OpenAI, Anthropic, and open-source models (e.g., Mistral, LLaMA)
  • Work on Retrieval-Augmented Generation (RAG), prompt tuning, embeddings, and agent pipelines
  • Ship user-facing AI features that drive real business value to our customers
  • Build reliable, scalable backend services to support LLM-powered systems
  • Help shape engineering culture and mentor future AI team members

What We’re Looking For

  • 2–5 years of backend or full-stack engineering experience
  • Hands-on experience working with LLMs (OpenAI, Claude, Cohere, etc.) and/or open-source models
  • Strong Python and/or TypeScript (we use both)
  • Solid grasp of cloud infra (AWS, GCP), APIs, and microservices
  • Familiarity with LangChain, Pinecone, Weaviate, or similar tools in the RAG ecosystem
  • Proven experience shipping AI/LLM-powered features to production
  • Bonus: experience with cloud cost optimization, observability, or DevOps
  • Bonus: startup experience or 0→1 product building

Benefits (for U.S.-based full-time employees)

  • 100% medical coverage for you
  • 401k 
  • Unlimited PTO
  • Free Weekly Lunch & Dinner in the Office
  • Yearly company-paid team retreats.
  • Developmental Bonuses

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