Distinguished Machine Learning Engineer

GEICO GEICO · Insurance · Palo Alto, CA +3

Seeking a Distinguished Engineer (AI Platforms) to drive the architecture, evolution, and technical strategy of GEICO’s Generative AI and virtual agent platforms. This role involves defining foundational AI platform capabilities for large-scale, production-grade GenAI and agentic workflows, influencing enterprise-wide technical decisions, and leading the evaluation of core technologies for LLM orchestration, agentic workflows, RAG, and evaluation/observability tooling.

What you'd actually do

  1. Define, own, and evolve the foundational architecture for GEICO’s Generative AI and agentic workflow platforms.
  2. Establish and drive multi-year technical strategy and roadmaps for both AI platform capabilities and Generative AI (GenAI) applications in close partnership with product and business leaders.
  3. Lead evaluation and selection of core technologies, frameworks, and infrastructure components with a emphasis on building and scaling Generative AI applications, including LLM orchestration(e.g., LangChain, LlamaIndex), agentic workflows, RAG systems, and evaluation/observability tooling, while partnering on underling AI platform infrastructure and services to support production readiness.
  4. Collaborate across engineering, data science, ML, product, and design organizations to align on platform and GenAI application direction, technical standards, and business objectives.
  5. Tackle the most complex and ambiguous technical and business challenges affecting system-wide and application-specific performance, reliability, and scalability.

Skills

Required

  • Generative AI
  • agentic workflows
  • LLM orchestration
  • RAG systems
  • evaluation/observability tooling
  • large-scale distributed systems
  • AI/ML platforms

Nice to have

  • LangChain
  • LlamaIndex

What the JD emphasized

  • final technical authority
  • multi-year technical strategy
  • architecting and building multi-comp

Other signals

  • Generative AI platforms
  • agentic workflows
  • large-scale, production-grade GenAI
  • multi-system AI/ML platforms at scale