Unimatch Lab is an AI-driven venture studio based in Silicon Valley.
We build our own AI technology stack and a portfolio of AI-driven assets: consumer AI products, smart devices, local LLM clusters, and foundational layers (memory layer, RAM/VRAM optimization, orchestration, AI software for infrastructure and compute).
This includes R&D on local, distributed, and orbital data centers and distributed computing.
Our goal is to reach a combined asset valuation of $10B+ by 2032 and rank among the world's top 50 AI companies.
We are an OKR-driven company: measurable outcomes, speed, transparency, and ownership.
We hire A-players: autonomous, fast, strong execution, high accountability.
Learn more: Unimatch Lab Career
The Founding Engineer leads a studio project from fixed scope to a production-ready release. Backend is the primary zone: models and APIs, authorization, migrations, background jobs, build pipeline, CI/CD, staging, and production with rollback. Frontend, mobile, integrations, and MVP-level observability are in scope when the task requires them.
You align with the founder or Vibe Product Manager on scope, definition of done, and priorities. You run demos, capture meeting outcomes, and keep acceptance agreements current. Typical cadence is short cycles of about two weeks for a standard MVP scope.
Routine work goes to automation through vibe-coding and agents: draft tests, documentation, release scripts. You control output quality. Most time goes to architecture, code, and predictable delivery.
Scope and delivery planning
Build and release