Job Description
About Flair Labs
Flair Labs is building the most graceful voice AI for the real estate and lending industry. Our agents handle millions of calls per month — qualifying leads, scheduling appointments, and guiding borrowers through complex mortgage processes — at sub-800ms latency. Backed by Y Combinator (W24) and a $4M seed round, we're growing fast and looking for engineers who want to build foundational infrastructure, not maintain legacy systems.
The Role
We're looking for a backend engineer who wants to work on hard distributed systems problems where the stakes are real: latency kills calls, data loss loses leads, and reliability earns enterprise contracts.
- What You'll Work On
- Design and scale distributed calling infrastructure handling millions of concurrent voice sessions
- Build high-throughput, low-latency data pipelines for real-time call processing
- Own reliability, observability, and fault tolerance across our GCP-based architecture
- Architect multi-tenant systems serving mortgage lenders with strict SLA requirements
- Integrate with telephony (Twilio, SIP), CRMs, and LLM providers
- Optimize PostgreSQL and Redis layers for high-concurrency workloads
- You Might Be a Fit If
- You have strong distributed systems fundamentals — you think in terms of consistency, availability, and fault tolerance
- You're experienced with async Python (asyncio) or similar event-driven backend frameworks
- You've designed systems with real reliability requirements and have been on-call
- You have hands-on experience with GCP, AWS, or Azure and containerized deployments
- You've worked with message queues, stream processing, or real-time pipelines
- Bonus: experience with voice AI, telephony, or conversational AI
Stack
Python · asyncio · GCP · PostgreSQL · Redis · Twilio · Docker · LLM APIs · WebSockets
Interview Process
3 rounds — behavioral, live coding, and system design. No take-homes.
Compensation & Benefits
Base: $130,000 – $150,000
Equity: meaningful early-stage equity
Location: San Francisco, CA (Hybrid)
Visa sponsorship available (H-1B, O-1, OPT, and others)
Email: [email protected]