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Blackbird Labs

Senior Fullstack Engineer (Product)

Posted Updated
Discussion
  • This is a hands-on IC role
  • Everyone builds
  • Everyone ships
  • The problems here don’t stay in their lane
  • One fix might take you from a rendering bug to a prompt regression to a broken retrieval plan to a backend endpoint
  • You follow it wherever it goes
  • Our team is not looking for the conventional AI resume or an exact stack match
  • We’re looking for product judgment and first-principles thinking
  • Someone who cares about their craft
  • Build the chat experience diners talk to every day
  • Own the agent runtime end to end
  • Ship new tools the model can call, and the tests that pin their behavior
  • Make answer quality measurable: evals, tracing, and real user feedback
  • Improve retrieval so the agent recommends the right place
  • Take the product from answering questions to completing tasks
  • Keep turns fast, cheap, and reliable on mobile networks
  • Get work in front of real diners fast, with product and design
  • Taste in evaluation: you know the difference between fixing a failing eval and gaming one
  • Real depth with LLM application development: tool calling, context management, retrieval, streaming
  • Product judgment about what makes an agent feel trustworthy, fast, and worth coming back to
  • You use current models seriously and have your own ideas about how agent systems should work
  • 5+ years shipping production software, owning features end to end
  • Able to debug across the stack: a streaming client, application code, SQL, and the boundaries between services
  • Comfort with ambiguity and high ownership on a small team
  • Strong React and TypeScript, fluency in Python, and willingness to work in Kotlin/Spring when the answer lives on the platform side
  • Solid Postgres and data modeling instincts, including a feel for what makes retrieval good or bad
  • Agent evals and LLM observability tooling (Langfuse, Braintrust, LangSmith)
  • Vector and geospatial search in Postgres (pgvector, PostGIS)
  • Shipping AI into a native mobile surface: streaming, cold starts, bad networks
  • Frontier model APIs: tool use, prompt caching, extended thinking
  • Restaurants, hospitality, travel, or another domain where recommendations carry real-world consequences
  • Datadog, Amplitude, LaunchDarkly, AWS, or Terraform

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