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Real Estate Technology (PropTech), Financial Services

Full Stack Engineer (D2C), San Francisco, CA

San Francisco, CAOnsiteFull Time$140,000–$160,000 /yrPosted 1 month agoVisa sponsorship available

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Required skills

  • AI-native
  • AI-powered
  • LLM-powered features
  • intelligent automation
  • semantic search
  • copilots
  • workflow agents
  • model APIs
  • orchestration layers
  • evaluation loops

Nice to have

  • AI copilots
  • internal productivity tools
  • intelligent automation systems
  • vector databases
  • embeddings
  • AI retrieval patterns

Role summary

HomeLight is seeking an AI-native Full Stack Engineer to build intelligent, AI-powered real estate experiences. This role involves designing and implementing scalable backend services with Ruby on Rails and modern frontend applications with React.js/React Native. You will integrate AI capabilities like LLMs and semantic search, architecting systems that blend traditional SOA with AI components. The position requires 2+ years of experience in Ruby on Rails, React.js/React Native, and integrating AI features, along with strong database and observability skills. This is a hybrid role based in San Francisco, focusing on innovation and AI integration within the real estate tech sector.

Who We Are:

We’re building the future of real estate — today.

HomeLight is the essential technology platform used by hundreds of thousands of homebuyers and sellers to partner with top real estate agents and win at any step of the real estate journey, whether that’s finding a top agent, securing a competitive mortgage, or ensuring an on-time, easy close.

HomeLight facilitates billions of dollars of real estate on its platform every year. Our vision is a world where every real estate transaction is simple, certain, and satisfying for all.

Our team breaks barriers every day while staying committed to HomeLight's goals and core values, which is a crucial element to our shared success.

Who You Are:

We’re looking for a product-minded, AI-native engineer who doesn’t just ship features — but builds intelligent systems. AI is not an add-on here; it’s embedded into how we design, build, and scale.

If you actively leverage AI to move faster, think in systems, and enjoy operating in ambiguity — this role is for you.

What You'll Do Here

  • Collaborate closely with engineers, product managers, designers, and cross-functional partners to build scalable, AI-powered product experiences.
  • Design, implement, and maintain highly scalable and performant backend services using Ruby on Rails.
  • Build modern, responsive frontend applications using React.js (and React Native where applicable).
  • Integrate AI-driven capabilities into business workflows (LLM-powered features, intelligent automation, semantic search, copilots, or workflow agents).
  • Architect systems that combine traditional service-oriented architecture with AI components (model APIs, orchestration layers, evaluation loops).
  • Continuously improve code quality through refactoring, automated testing, system testing, and deployment automation.
  • Leverage AI development tools responsibly to increase velocity and maintain high-quality standards.
  • Review code developed by other engineers and provide thoughtful feedback on performance, scalability, security, and maintainability — including AI-generated code.
  • Maintain a deep understanding of business requirements and partner with stakeholders to design thoughtful, scalable solutions.
  • Collaborate across marketing, platform, DevOps, data, product, and analytics teams to ensure engineering decisions align with broader company goals.
  • Use data and experimentation to make informed engineering and product decisions.
  • Monitor production systems, including AI-driven features, using observability and monitoring tools.

    • What You Bring

  • 2+ years of professional experience as a software engineer.
  • 2+ years of production experience with Ruby on Rails.
  • 2+ years of experience with React.js or React Native.
  • Hands-on experience integrating or building AI-powered features into business workflows (e.g., LLM integrations, AI-assisted user experiences, automation pipelines).
  • Experience designing, building, deploying, operating, and maintaining service-oriented architectures.
  • Strong experience with relational and non-relational databases.
  • Experience navigating ambiguous and complex project requirements with ownership and clarity.
  • Experience with observability and monitoring systems (NewRelic, CloudWatch, Sentry).
  • Strong written and verbal English communication skills.
  • A product mindset with the ability to balance deterministic software systems and probabilistic AI systems.

    • Bonus Points For

  • Experience building AI copilots, internal productivity tools, or intelligent automation systems.
  • Familiarity with vector databases, embeddings, semantic search, or AI retrieval patterns.
  • Exposure to Elasticsearch.
  • Experience with React Native.
  • Experience working with Docker and containerized environments.
  • Familiarity with the Amazon AWS ecosystem.
  • Experience working in a small, fast-moving team, ideally at a startup.
  • Contributions to AI-related side projects, prototypes, or open-source initiatives.

    • Why This Role Is Different

  • AI is embedded in our product strategy and engineering culture.
  • Engineers are encouraged to experiment, prototype, and rethink workflows through intelligent automation.
  • You’ll help shape how AI is implemented across the organization — not just consume APIs.

    • The following compensation information is provided to comply with job posting disclosure requirements in Colorado, New York, Washington, and California.Base Pay Range: $140,000.00 - $160,000.00. Base pay will vary depending on several factors, such as the position, location, qualifications of the individual, market conditions, and other operational business requirements. Range is dependent on the leveling process during the interview process.

    Let’s chat!

    HomeLight is an equal opportunity employer dedicated to building an inclusive and diverse workforce, providing employees with a work environment free of discrimination and harassment. All employment decisions are based on business needs, job requirements and individual qualifications, without regard to race, color, religion or belief, national, social or ethnic origin, sex (including pregnancy), age, physical, mental or sensory disability, HIV Status, sexual orientation, gender identity and/or expression, marital, civil union or domestic partnership status, past or present military service, family medical history or genetic information, family or parental status, or any other status protected by the laws or regulations in the locations where we operate. We will provide accommodations during the recruitment process upon request, and any accommodation will be addressed confidentially.

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