24 sep
Sólo para miembros registrados
Área metropolitana de Barranquilla
Job summary
Build production-grade data pipelines and real-time voice automation. You'll ship Python services on GCP, integrate Twilio/Asterisk/Vicidial, and operationalize LLM + TTS/STT workflows with strong data/infra reliability.
Responsibilities
- Ship reliable data pipelines in GCP (BigQuery, Dataflow, Pub/Sub, Cloud Functions, Composer) with SLOs for latency, throughput, and cost per GB processed.
- Build Python backends/APIs (FastAPI/Flask), codify contracts with Pydantic, manage persistence via SQLAlchemy + Alembic, and keep schemas & migrations healthy across environments.
- Own VoIP integrations: call routing, voicemail drops, campaign automations with Twilio (Voice, Messaging, Studio, Conversations,
TaskRouter); customize/scale Asterisk/Vicidial for outbound dialing.
- Operationalize voice AI: integrate TTS/STT (Cartesia, ElevenLabs, Google, AWS Polly), wire real-time STT → intent → TTS loops, and measure WER/latency.
- Enable LLM workflows: build dataset prep, evaluation, and inference pipelines; support Vertex AI jobs, registries, CI/CD, monitoring, and rollbacks.
- Make systems observable: metrics, traces, and logs (e.g., OpenTelemetry, Cloud Monitoring) with dashboards and actionable alerts.
- Collaborate with data/ML/DevOps/product on architecture, reviews, and production readiness.
Descripción del trabajo
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