AvalaAvala
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Engineering

Senior Backend Engineer, Sessions & Workflows

Posted 6 months agoSan Francisco, CAfull-time

About This Role

Build the serverless systems that orchestrate Avala's annotation sessions — matching tasks to annotators, managing work queues, and ensuring quality at scale across our global workforce of 15,000+ domain experts. You'll own the real-time workflow engine that powers production labeling.

What You'll Do: • Design and build serverless functions (AWS Lambda, Step Functions) for session orchestration • Optimize task matching algorithms that assign work based on skill, quality, and availability • Build real-time monitoring dashboards for annotation throughput and quality metrics • Implement workflow automation for multi-stage QC review pipelines • Scale the sessions system to handle 10x growth in concurrent annotators • Collaborate with operations teams in SF and Nairobi to optimize workforce utilization

Requirements: • 4+ years building production backend systems • Strong TypeScript and Node.js experience • Experience with serverless architectures (Lambda, SQS, Step Functions) • Knowledge of PostgreSQL, Redis, and distributed systems patterns • Experience with real-time systems or workflow orchestration

Nice to Have: • Experience with workforce management or marketplace platforms • Familiarity with annotation or data labeling systems • Experience optimizing for latency-sensitive, high-throughput workloads

Role Details

PostgreSQLAWSTypeScriptRedisNode.js

What We Offer

Competitive salary and meaningful equity in the team building Fleet Learning Infrastructure for Physical AI
Full health, dental, and vision coverage, plus FSA and unlimited PTO
Work on the closed-loop data infrastructure that the next generation of autonomous systems learns from
A team that built Tesla Autopilot's data infrastructure, now building something bigger