Added
3 days ago
Type
Full time
Salary
Salary not provided

Related skills

grpc postgresql python fastapi rag

πŸ“‹ Description

  • Agentic AI for CX: real-time assistants listen to calls, fetch KBs, draft responses.
  • Schema-driven extraction over unstructured text using retrieval and prompts.
  • Hybrid anomaly detection: time-series methods plus LLM-aware detectors.
  • Novelty discovery: embedding-based clustering, drift, LLM summarization.
  • Alerting & scoring: severity/impact ranking, de-noising, cooldowns, routing.
  • Architect & scale: reliability, latency, cost; canaries and SLAs; GPUs.

🎯 Requirements

  • 7–10 years building production ML/back-end systems
  • 2+ years leading while coding
  • Expert Python; back-end chops (FastAPI, gRPC, Postgres, pub/sub)
  • Agents & RAG: fluency with an agent framework (ADK preferred)
  • LLM prompting, retrieval design, LLM evals; time-series analysis
  • Cloud/ops: infra ownership on GCP/AWS/Azure, CI/CD, IaC, observability
  • Clear communication; explain results, align stakeholders, and docs
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