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NEXTMOVEFDE careers · United States
Geico

Senior Staff Machine Learning Engineer, AI Agent Platform

AI summary of the role

GEICO seeks a Sr. Staff ML Engineer to architect and lead the AI agent platform powering virtual assistants for 30K+ internal associates and millions of policyholders.

What you’ll do

  • Define long-term technical strategy for GEICO's AI agent platform including multi-agent orchestration, lifecycle management, and evaluation frameworks.
  • Architect an enterprise skill ecosystem with reusable capability packages, internal marketplace, versioning, security vetting, and usage analytics.
  • Lead design of production-grade AI agent harnesses for tool dispatch, context management, error recovery, session state, and fine-grained Authn/AuthZ.
  • Own high-performance platform components for MCP/A2A protocols, prompt management, workflow orchestration, guardrail enforcement, and observability.

What you’ll bring

  • 8+ years professional software development with at least two languages (Java, C++, Python, Go, or C#).
  • 6+ years designing/building AI/ML platforms using open-source/cloud-agnostic components (Elasticsearch, Qdrant, Kafka, PostgreSQL, MongoDB, Spark, Ray, Temporal, Redis, Neo4j).
  • 5+ years managing end-to-end SDLCs (CI/CD, Kubernetes, testing, monitoring, production support).
  • 4+ years building training, fine-tuning, and inferencing systems for LLMs on GPU infrastructure.

Technologies

Java · C++ · Python · Go · C# · Elasticsearch · Qdrant · Kafka · PostgreSQL · MongoDB · Spark · Ray

About Geico

Third-largest US auto insurer, selling personal auto and property coverage direct-to-consumer to millions of drivers; a wholly owned Berkshire Hathaway subsidiary.

Acquired · 5000+ people

Source and classification

Deployment team leadership · Evidence for this classification:

At GEICO, we offer a rewarding career where your ambitions are met with endless possibilities. Every day we honor our iconic brand by offering quality coverage to millions of customers and being there when they need us most. We thrive through relentless innovation to exceed our customers’ expectations while making a real impact for our company through our shared purpose. When you join our company, we want you to feel valued, supported and proud to work here. That’s why we offer The GEICO Pledge: Great Company, Great Culture, Great Rewards and Great Careers. Sr. Staff Machine Learning Engineer – AI Agent Platform Position Description GEICO is seeking an exceptional Sr. Staff ML Engineer to join our AI organization. You will serve as a technical leader and key architect for GEICO's virtual assistant platform that elevates productivity for 30K+ internal associates and the customer
How jobs are selected

Employer postings · Data from · Sources