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Senior ML Engineer

Strativ Group

Sunnyvale · Hybrid Full-time Senior Today

About the role

About the Role

This is a production engineering role, not a research one. You will own end-to-end: architecture, evaluation, deployment, and monitoring of LLM-driven products. You will design agentic workflows, build retrieval-augmented generation pipelines, and continuously optimize for reliability, latency, and cost in one of the most regulated and consequential industries in the world.

Responsibilities

  • Architect and ship production-grade LLM systems: from RAG pipelines to multi-agent orchestration frameworks into live healthcare environments
  • Own evaluation, monitoring, and reliability engineering across LLM-driven product features
  • Optimise model performance across the latency, cost, and reliability tradeoff space
  • Collaborate directly with Product, Clinical, and Engineering teams to turn advanced AI capabilities into compliant, scalable solutions
  • Set architectural patterns and engineering standards as an early senior hire with real influence over how the platform is built

Qualifications

  • 2-5 years in ML Engineering with a strong track record of shipping to production
  • Deep hands-on experience with LLM ecosystems — Transformers, embeddings, RAG architectures
  • Experience building and deploying agent-based systems and orchestration frameworks
  • Strong software engineering fundamentals: Python, APIs, distributed systems
  • Cloud deployment experience across AWS, GCP, or Azure
  • Comfortable operating with high ownership in a fast-moving, high-growth environment
  • Bonus: Experience in healthcare, healthtech, or other regulated domains

The role is offer a salary of up to $250,000 per annum also a wealth of benefits. These include bonus, hybrid working in Palo Alto & more.

Skills

APIsAWSAzureDockerGCPGenerative AILLMPythonRAGTransformers

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