Senior Staff Machine Learning Engineer, AI Agent Platform

GEICO
New York, Palo Alto, Seattle
Workplace: HybridFull timeUSD 130,000 - 300,000 annuallyFunction: Data Science & Machine LearningExperience: 8+ yearsEducation: bachelorsSkills: ["Leadership","Mentoring","Collaboration","Communication","Problem-solving"]

Senior-level ML engineer leading the design and architecture of GEICO’s AI agent platform. You’ll shape multi-tenant, end-to-end workflows for LLM-based agents, oversee an enterprise skill ecosystem and marketplace, and ensure safe, scalable deployment with robust context management, governance, and observability. You will mentor engineers and collaborate with data scientists, product managers, and designers to raise engineering standards across the AI platform.

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FursaFursa
GEICO
GEICO
4 months ago

Senior Staff Machine Learning Engineer, AI Agent Platform

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Status: Live

Job Summary

Senior-level ML engineer leading the design and architecture of GEICO’s AI agent platform. You’ll shape multi-tenant, end-to-end workflows for LLM-based agents, oversee an enterprise skill ecosystem and marketplace, and ensure safe, scalable deployment with robust context management, governance, and observability. You will mentor engineers and collaborate with data scientists, product managers, and designers to raise engineering standards across the AI platform.
Location: New York, Palo Alto, Seattle
Workplace: Hybrid
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Sr. Manager level

Key Responsibilities

  • •Technical Vision & Architecture: Define the long-term technical strategy for GEICO's AI agent platform—including multi-agent orchestration, AI agent lifecycle management, evaluation frameworks, skill registries and marketplace, and workflow orchestration.
  • •AI Agent Skills & Marketplace: Architect an enterprise skill ecosystem—reusable capability packages that encode domain expertise and workflows into portable, discoverable modules. Build and govern an internal skill marketplace with versioning, security vetting, approval workflows, progressive disclosure loading, and usage analytics.
  • •Harness & Context Engineering: Lead design of production-grade AI agent harnesses (tool dispatch, context management, error recovery, session state, fine-grained Authn/AuthZ) that makes AI agents reliable for long-running workflows. Design context engineering systems with memory hierarchies, RAG pipelines, context compaction, scratchpads, and dynamic skill/tool loading.
  • •Platform & Interoperability: Own high-performance platform components powering end-to-end agentic workflows: MCP server/registry management, A2A communication infrastructure, prompt management, workflow orchestration, guardrail enforcement, and observability pipelines.
  • •AI Safety & Governance: Establish AI agent governance frameworks including bounded autonomy, human-in-the-loop escalation, audit trails, prompt guardrails, and RBAC/ABAC access controls; extend governance to skill-level security and data exfiltration risk vetting.

Pay and Benefits

Salary: USD 130,000 - 300,000 annually
Perks:401kTuition AssistanceHealth Insurance

Key Requirements

  • •8+ years of professional software development experience with at least two languages (Java, C++, Python, Go, or C#).
  • •6+ years designing and building AI/ML platforms using open-source/cloud-agnostic components (Elasticsearch, Qdrant, Kafka, PostgreSQL, MongoDB, Spark, Ray, Temporal, Redis, Neo4j, etc.).
  • •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, especially on GPU infrastructure.
  • •3+ years designing and operating multi-agent or agentic AI systems in production.
Experience:8+ yearsAIMLEnterprise software
Education:Bachelor's
Skills:LeadershipMentoringCollaborationCommunicationProblem-solving
Tech Stack:JavaC++PythonGoC#ElasticsearchQdrantKafkaPostgreSQLMongoDBSparkRayTemporalRedisNeo4jKubernetesCI/CDLlamaQwenClaude

Eligibility

Work Authorization:Sponsorship available.

Company Brief

GEICO
GEICO is a major US auto insurer offering personal auto policies, roadside assistance, and insurance products through direct-to-consumer channels and agents. Known for competitive rates and national advertising, it operates as a subsidiary of Berkshire Hathaway.
Industry: Insurance
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Headquarters: Chevy Chase, United States
Founded: 1936
WebsiteLinkedIn