Senior Staff Machine Learning Engineer, Ai Agent Platform
GEICO
Multiple Locations, US
$130,000.00 - $300,000.00 py
On-site
Ai agent platform architecture
Multi-agent orchestration
Llm agent lifecycle management
GEICO is seeking a Senior Staff Machine Learning Engineer for its AI Agent Platform, responsible for leading the architecture and technical vision of AI systems that enhance productivity and customer experience. The ideal candidate will have extensive experience in AI/ML platforms, software development, and a strong leadership background
Job Summary
Serve as a technical leader and key architect for GEICO's virtual assistant platform that elevates productivity for 30K+ internal associates and the customer experience for millions of policyholders.
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.
Establish AI agent governance frameworks including bounded autonomy, human-in-the-loop escalation, audit trails, prompt guardrails, and RBAC/ABAC access controls.
Matching Summary
Match Score: 85
GEICO is seeking a Senior Staff Machine Learning Engineer for its AI Agent Platform, responsible for leading the architecture and technical vision of AI systems that enhance productivity and customer experience. The ideal candidate will have extensive experience in AI/ML platforms, software development, and a strong leadership background.
Salary
$130,000.00 - $300,000.00
Skills & Requirements
Must-have
AI agent platform architecture
multi-agent orchestration
LLM agent lifecycle management
AI safety and governance frameworks
production-grade AI agent harnesses
context engineering for LLMs
Nice-to-have
enterprise skill ecosystem development
skill marketplace governance
AI agent skill security vetting
bounded autonomy and human-in-the-loop
cross-functional collaboration and mentorship
Key Requirements
8+ years professional software development
6+ years designing AI/ML platforms
5+ years managing end-to-end SDLCs
4+ years building LLM training/fine-tuning/inferencing systems
3+ years designing multi-agent AI systems
Bachelor's degree in CS, Engineering, or related field