Quadrivia AI

Assistant AI by clinicians for clinicians and the patients we serve

AI Engineer

AI EngineerMachine Learning EngineerFull TimeRemoteTeam 11-50H1B No SponsorCompany SiteLinkedIn

Location

United States

Posted

142 days ago

Salary

Not specified

Bachelor Degree5 yrs expEnglishPythonReact

Job Description

• Own Qu’s brain service end to end: architecture, SLAs, latency budgets, error modes, rollouts. • Low-latency comms: streaming text and voice, VAD, barge-in, turn-taking, interruption handling. • Multi-agent orchestration: planner–executor–critic patterns, role routing, shared memory, tool routers, coordination protocols and evaluation. • Reasoning & optimization: ReAct, Chain-of-Thought, plus Tree-/Graph-of-Thoughts when useful. • Programmatic prompt optimization: DSPy for prompt/program compilation; integrate MiPRO and GEPA for iterative prompt evolution under eval constraints. • RAG engineering: high-signal retrieval (chunking, hybrid search, re-ranking), query rewriting, compression, caching, freshness, and strong grounding; evaluate faithfulness, context precision/recall, and answer relevancy. • Evaluation & observability: Pre-call validate inputs, enforce safety, and verify retrieval quality for RAG; in-call trace prompts, tool calls, token/latency/cost and enforce streaming guardrails; post-call run automated task evals (faithfulness, relevancy, hallucination, safety), regressions, red-teaming, and CI/CD gates. Instrument with structured logs and OpenTelemetry, surface dashboards and alerts, and feed live traffic slices into shadow evals for drift detection.

Job Requirements

  • 5+ years in ML or backend engineering in product environments; recent focus on LLM systems.
  • Expert Python. Strong FastAPI, asyncio, pydantic, and production observability.
  • Real-time systems: you’ve built or integrated low-latency text/voice. You have used LiveKit, Pipecat or similar tech.
  • Working knowledge of agent patterns and eval-driven development.
  • Hands-on with ReAct and CoT; pragmatic with ToT/GoT tradeoffs.
  • Prior startup experience.

Benefits

  • Fun off-sites in Barcelona.
  • High-tech laptop and solid dev ergonomics.
  • Flexibility: work from home or hybrid in Barcelona/London.

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