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Senior Full Stack Engineer, Gen AI

Rocket Money

$150,000 - $185,000
Sep 12, 2025
San Francisco, CA, US • Washington, DC, US • DC, US • New York, NY, US • Los Angeles, CA, US
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Rocket Money's EverPresence team is building the intelligence behind their next-generation financial assistant, focusing on integrating Generative AI and robust backend systems to improve financial prosperity for millions of people.

Requirements

  • 6+ years as a professional software engineer, with a strong focus on backend TypeScript/Node and SQL-based systems.
  • Demonstrated hands-on experience with large language models—spanning personal projects, prototypes, open-source, or production—including prompt engineering, model evaluations/benchmarks, and understanding of RAG workflows.
  • Solid SQL/data modeling skills, ideally with exposure to PostgreSQL (extra credit for pgvector).
  • Experience with or enthusiasm for LLM infrastructure tools such as LangFuse and LiteLLM, as well as cloud-based deployment (AWS preferred).
  • Experience using LangFuse and/or LiteLLM for tracking prompts, responses, and evaluations
  • Familiarity with model observability stacks

Responsibilities

  • Spend approximately half of your time on LLM-driven work: crafting, refining, and evaluating prompts; designing and iterating RAG/data retrieval strategies; building prompt/response evaluation frameworks; and ensuring the quality and safety of model outputs.
  • Spend the other half building and scaling backend services in TypeScript/Node (GraphQL, PostgreSQL/pgvector, AWS) to serve, secure, and monitor our AI-powered user experiences.
  • Own features end-to-end: from technical design through implementation and infrastructure to monitoring.
  • Collaborate with product, design, and data teammates to transform user challenges into effective conversational solutions—rapidly iterating based on real-world feedback.
  • Stay on top of the latest GenAI research, open-source tooling, and best practices—advocating and implementing relevant innovations.
  • Contribute to team quality through code reviews, architecture discussions, and mentorship.

Other

  • Operate in a hybrid capacity with 2-3 days in a Rocket Money office closest to you (Silver Spring, New York City, San Francisco, Los Angeles, Miami, Fort Lauderdale, Denver, or Phoenix).
  • Self-driven, communicative, and motivated to deliver impactful solutions in a fast-moving, highly collaborative environment.
  • Any exposure to fintech, security, or compliance challenges
  • Health, Dental & Vision Plans
  • Life Insurance