Staff ML Engineer

GEICO is seeking a Staff ML Engineer to lead the development and deployment of Generative AI applications. The successful candidate will collaborate with a dynamic team of AI and software engineers to design, develop, and deploy scalable, reliable, and usable AI solutions. The role involves taking ownership of project planning and stakeholder management, driving technical alignment, and ensuring efficient resource allocation. Additionally, the candidate will be responsible for mentoring and guiding junior engineers to foster a collaborative and high-performance team culture.

Requirements

• 5+ years of experience designing and building scalable production AI/ML applications and systems in cloud environments
• 3+ years owning end-to-end development, monitoring, maintenance, and continuous improvement of scalable, robust AI/ML applications
• 2+ years of experience with training, finetuning, real-time/batch inferencing, and evaluation systems for AI/ML models and LLMs used in production systems
• Experience with the end-to-end software development life cycle (e.g. CI/CD pipelines, Kubernetes-based deployments, testing, monitoring & alerting, production support etc.) for Generative AI applications, backend systems, and APIs
• Experience using frameworks to build LLM-based agentic workflows such LangSmith/LangGraph or similar
• Experience using typical agentic communication standards such as A2A, MCP, and similar to build working multi-agent applications
• Proficient in Python, Java or similar general-purpose programming languages
• Bachelor’s degree or above in Computer Science, Engineering, Statistics or a related field

Benefits

• Comprehensive Total Rewards program
• 401K savings plan with 6% match
• Performance and recognition-based incentives
• Tuition assistance
• Mental healthcare benefits
• Fertility and adoption assistance
• Workplace flexibility
• GEICO Flex program for remote work