Senior Machine Learning Engineer, AI Agent Platform

GEICO

Actively hiring
Ny Manhattan Office, US Posted 17 days ago $105,000–$230,000 / year
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At a glance

AI generated

TL;DR

GEICO is hiring a Senior Machine Learning Engineer to join its AI organization and contribute to the development of an advanced virtual assistant platform aimed at enhancing productivity for over 30,000 internal associates and improving customer experience for millions of policyholders. This role involves collaborating with a team of AI and software engineers to design, develop, and deploy systems that ensure scalability and usability of large language model (LLM)-based agents across GEICO’s operations. Key responsibilities include building multi-tenant services for skill ecosystems, context engineering infrastructure, interoperability layers, and guardrail systems, while also mentoring junior engineers and working closely with cross-functional teams to define project scope and prioritize feature backlogs. The ideal candidate should have extensive experience in AI/ML platform development using technologies like Python, Kubernetes, and various data storage solutions, along with a strong background in building evaluation and observability systems for LLMs on GPU-powered infrastructure.

Skills

Python Java C++ PostgreSQL Snowflake Kafka Spark Redis Airflow Kubernetes CI/CD OpenSearch Milvus Cassandra Ray Temporal LangSmith Langfuse LangGraph AutoGen CrewAI MCP SKILL.md

What you'll do

  • Develop and maintain AI agent skill ecosystems for authoring, publishing, and discovering reusable skills.
  • Build harness components to ensure reliable long-running workflows for AI agents through context management and error recovery.
  • Design and implement systems for managing LLM context windows including memory management and dynamic skill loading.
  • Create guardrail components to validate inputs, detect PII, and provide human-in-the-loop escalation paths.
  • Mentor junior engineers in code reviews and design sessions to foster best practices in AI engineering.

What we're looking for

  • 5+ years of professional software development experience with multiple programming languages.
  • 4+ years designing and building AI/ML platforms using open-source/cloud-agnostic components.
  • 3+ years contributing to end-to-end software development lifecycles including CI/CD pipelines.
  • 3+ years building evaluation and observability systems for AI/ML models on GPU-powered infrastructure.
  • Experience with harness engineering concepts like memory management, RAG, context management.

Market check

Salary context

This $105,000–$230,000 range sits above 25% of similar postings on FindRole.

Peer median band

$170,800–$250,100

Median floor and ceiling across peers.

Typical midpoint (25–75%)

$168,725–$246,150

Middle half of comparable postings.

Based on 240 comparable postings.

* 240 is the maximum number of comparable postings sampled.

Employer

About GEICO

GEICO (Government Employees Insurance Company) is one of the largest auto insurers in the United States, offering affordable auto, home, renters, and other personal insurance products. Industry: Insurance

GEICO currently has 128 open roles on FindRole.

Listed pay typically runs $110,000–$230,000 across 128 roles with salary data.

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