GEICO

2 months ago

Senior Machine Learning Engineer, AI Agent Platform

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI

Last checked: 5 hours agoStatus: Live

Job Summary

Lead development of GEICO's AI Agent Platform, building multi-tenant services for LLM-based agents, harness and context engineering infrastructure, and guardrail systems. Collaborate with data scientists, ML engineers, software engineers, product managers, and designers to design, deploy scalable GenAI workflows that improve productivity for internal associates and customer interactions. Mentor junior engineers and help plan and estimate projects.

Location: New York

Workplace: Onsite

Employment Type: Full time

Job Function: Data Science & Machine Learning

Key Responsibilities

•Contribute to building an enterprise AI agent skill ecosystem — developing services that support authoring, publishing, discovering, and versioning reusable skill packages (SKILL.md standard). Implement skill marketplace features including search/discovery, security vetting pipelines, and progressive disclosure loading.
•Build and maintain AI agent harness components — the non-model infrastructure (tool dispatch, context management, error recovery, session state) that makes AI agents reliable for long-running workflows. Implement feedforward guides and feedback sensors mixing computational and inferential controls.
•Contribute to context engineering systems that manage the LLM context window — memory management, RAG pipelines, context compaction/summarization, scratchpads, and dynamic skill/tool loading — ensuring AI agents receive the right information at the right time.
•Implement guardrail components including input validation, prompt injection defense, PII detection, output verification, and skill-level security scanning. Contribute to bounded autonomy systems, human-in-the-loop escalation paths, and audit trail infrastructure.
•Contribute to experimentation of software platforms, tools, and frameworks, balancing build vs. buy, speed to market, maintainability, etc.

Pay and Benefits

Salary: USD 105,000 - 230,000 annually

Perks:401kTuition AssistanceRemote WorkHealth Insurance

Key Requirements

•5+ years of professional software development experience in Java, C++, Python, or C#.

Experience:5+ yearsAIMLGenAIEngineering

Education:Bachelor's

Skills:CommunicationProblem-solvingMentoringLeadershipTeamwork

Languages:English

Tech Stack:JavaC++PythonC#OpenSearchMilvusSnowflakeKafkaPostgreSQLCassandraSparkRayAirflowTemporalRedisValkeyKubernetes

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

Website LinkedIn

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GEICO

2 months ago

Senior Machine Learning Engineer, AI Agent Platform

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI

Last checked: 5 hours agoStatus: Live

Job Summary

Location: New York

Workplace: Onsite

Employment Type: Full time

Job Function: Data Science & Machine Learning

Key Responsibilities

•Contribute to building an enterprise AI agent skill ecosystem — developing services that support authoring, publishing, discovering, and versioning reusable skill packages (SKILL.md standard). Implement skill marketplace features including search/discovery, security vetting pipelines, and progressive disclosure loading.
•Build and maintain AI agent harness components — the non-model infrastructure (tool dispatch, context management, error recovery, session state) that makes AI agents reliable for long-running workflows. Implement feedforward guides and feedback sensors mixing computational and inferential controls.
•Contribute to context engineering systems that manage the LLM context window — memory management, RAG pipelines, context compaction/summarization, scratchpads, and dynamic skill/tool loading — ensuring AI agents receive the right information at the right time.
•Implement guardrail components including input validation, prompt injection defense, PII detection, output verification, and skill-level security scanning. Contribute to bounded autonomy systems, human-in-the-loop escalation paths, and audit trail infrastructure.
•Contribute to experimentation of software platforms, tools, and frameworks, balancing build vs. buy, speed to market, maintainability, etc.

Pay and Benefits

Salary: USD 105,000 - 230,000 annually

Perks:401kTuition AssistanceRemote WorkHealth Insurance

Key Requirements

•5+ years of professional software development experience in Java, C++, Python, or C#.

Experience:5+ yearsAIMLGenAIEngineering

Education:Bachelor's

Skills:CommunicationProblem-solvingMentoringLeadershipTeamwork

Languages:English

Tech Stack:JavaC++PythonC#OpenSearchMilvusSnowflakeKafkaPostgreSQLCassandraSparkRayAirflowTemporalRedisValkeyKubernetes

Eligibility

Work Authorization:Sponsorship available.

Company Brief

GEICO

Industry: Insurance

Company Size: Enterprise (1,001+ employees)

Revenue: USD 1B+

Growth: Established Company

Headquarters: Chevy Chase, United States

Founded: 1936

Website LinkedIn