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Member of Technical Staff, Core Backend

180k – 265kSan Francisco, CAHybrid5+ YOE
Summary

Owns the StreamModule voice pipeline (VAD→STT→LLM→TTS) for real-time call agents. Consolidates BullMQ to Kafka, hardens provider abstractions, adds OTEL tracing, and eliminates Postgres SPOFs.

About the role

What You’ll Do

30 Day:

  • Ramp on the StreamModule pipeline and the cork/uncork backpressure model
  • Walk the Oct 15 / Oct 22 DB incidents and the duplicate-message incident
  • Land a scoped pipeline or provider-abstraction improvement

60 Day:

  • Own a slice of the BullMQ → Kafka consolidation
  • Ship event-driven OTEL instrumentation for at least one critical pipeline stage
  • Harden one provider plugin path so a new model can be added without core changes

90 Day:

  • Drive a measurable reliability or latency win on the call path
  • Be the backend owner that agents and FDE teams pull in for design reviews on new providers and pipeline changes

Requirements

Must-haves:

  • Built real-time or streaming systems in production — media pipelines, streaming data, or event-driven backends
  • Debugged a backpressure cascade
  • Opinions on queue architecture (BullMQ, Kafka, Temporal) and when each is the right fit
  • Built plugin or adapter architectures — extending base classes cleanly, with decoupled implementations
  • Operated Postgres at scale: connection pooling, read replicas, schema migrations (Liquibase or similar)
  • Instrument with OpenTelemetry and think in event-driven traces, not just logs

Nice-to-haves:

  • TypeScript + Node.js + NestJS experience

Tech Stack

  • Languages: TypeScript on Node.js (primary)
  • Framework: NestJS
  • Pipeline: StreamModule (VAD → STT → LLM → TTS → Transport), cork/uncork backpressure
  • Queues: BullMQ (current), Kafka (target), Temporal
  • Database: Postgres (connection pooling, read replicas), Liquibase for schema migrations
  • Plugin system: Provider abstractions — LLM, STT, TTS base classes (pluggable, decoupled from model integrations)
  • Observability: OpenTelemetry tracing, event-driven instrumentation

Compensation & Benefits

  • Competitive salary and excellent equity ownership
  • Comprehensive health coverage: medical, dental, and vision plans
  • Quarterly off-sites
  • Flexible time off
  • Catered meals, transportation, gym
  • $10k annual L&D budget
Skills
TypeScriptNode.jsNestJSKafkaBullMQPostgreSQLOpenTelemetryTemporalLiquibaseStreaming Systems
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