Quadrivia AI
Assistant AI by clinicians for clinicians and the patients we serve
AI Engineer
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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