
What the role involves
Interfere is building the self-healing layer of the internet: software that detects issues, diagnoses root causes, and ships fixes before anyone notices something’s broken. The goal is to empower founders, product managers, and designers to understand how the product they're building actually works in the real world. Software runs civilization. When it breaks, the world stutters. We're building its immune system. This is not a normal job – it demands taste, intensity, and obsession. Difficulty wakes the genius.
The Moment
AI has democratized shipping code, but excellence remains scarce. We're creating the infrastructure that makes product excellence no longer aspirational but inevitable and expected. We've raised over $5.1M from world class investors like Y Combinator, Vercel Ventures, Hummingbird, Designer Fund, and many others to turn our vision into reality. This isn't about incremental improvements, but about fundamentally changing how reliable software gets built.
The Role
As a Founding AI Engineer, you'll build the intelligence that powers autonomous software repair. You'll design and train systems that understand codebases, reason about failures, and generate fixes that work. This is applied AI at its most consequential - where model performance directly determines whether production systems stay online.
The Work
You'll operate at the intersection of the impossible and the inevitable. This role demands
Depth over breadth – You'll go deeper into problems than most think necessary, finding elegance where others accept complexity
Craft at velocity – Ship exceptional work quickly without compromising on quality that matters. Both form and function, never just one or the other
"High Standards Win" – Question everything, rebuild from scratch when needed, never accept "that's how it's done" or "good enough"
Ownership without borders – Your domain is whatever needs doing to make Interfere exceptional. No excuses
What You'll Build
Detection systems that identify anomalies and failures across millions of codebases
Diagnostic models that trace bugs to root causes through complex execution paths
Code generation systems that produce fixes developers trust to ship
Reasoning engines that understand when to act autonomously and when to defer to humans
Evaluation frameworks that measure what matters - real-world reliability, not benchmark scores
Infrastructure that serves AI models at scale with latency that doesn't break user experience
What We're Looking For
Immense pride in the work you do and a desire to build the best products on earth
Builders with taste: You know the difference between good and great, and you can't sleep until you've achieved the latter
Systems thinkers: You see patterns others miss, and you understand how AI fits into larger systems. You design for reliability, not just capability
Relentless learners: You dive into unfamiliar domains and emerge with either expertise or a delusional drive to acquire it, and you form hypotheses, run experiments, and let data guide your decisions
Clear communicators: Complex model behaviors become understandable when you explain them
Domain experts: Deep experience with LLMs, prompt engineering, fine-tuning, or AI infrastructure. You've shipped AI systems that real users depend on.
Nice to Have
Experience with code analysis, program synthesis, or software engineering AI agents
Track record with RAG systems, agentic workflows, or multi-step reasoning
Deep familiarity with model serving infrastructure, vector databases, or real-time inference
Background in developer tools, observability platforms, or infrastructure
Portfolio of work that demonstrates exceptionality - research papers, open source contributions, production AI systems you've built
What We Offer
Founding team equity and competitive compensation
Complete ownership of meaningful work
Health, dental, and vision coverage
Visa sponsorship for exceptional international candidates
The opportunity to define how AI rebui
About Interfere
Interfere is the experience layer for modern product teams. Detect, triage, and fix bugs automatically – no human required. Interfere finds issues in your app, understands what's happening, and owns resolution from first signal to production.
Full Interfere profile