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We are seeking an accomplished Senior Staff ML Engineer who will serve as a technical leader for the generative AI domain at GEICO. In this individual contributor role, you will be collaborating with a dynamic team of AI and software engineers to design, develop and deploy systems that ensure scalability, reliability and usability of generative AI workflows and approaches across the organization which drive business value using LLM, agentic, and knowledge-search capabilities as their foundation.
Job Responsibility:
Own design, development and maintenance of high-performance AI solutions that utilize agentic workflows to deliver concrete business value for internal stakeholders
Collaborate with cross-functional teams, including data scientists, ML engineers, software engineers, product managers, designers to gather requirements, define project scope and prioritize feature backlogs
Integrate and build solutions using GEICO AI platform architecture
Ideate and build first-of-its-kind solutions within GEICO
Drive the selection, evaluation, and implementation of software technologies, tools, and frameworks
Take ownership in project planning and stakeholder management
Mentor and guide junior engineers via code reviews and design sessions
Requirements:
10+ years of experience designing and building scalable production AIML applications and systems in cloud environments
Proficient in Python, Java and similar general-purpose programming languages
7 years managing end-to-end software development life cycle (e.g. CICD pipelines, Kubernetes-based deployments, testing, monitoring & alerting, production support etc.) for backend systems and APIs
5 years in training, finetuning, real-time/batch inferencing and evaluation systems for AIML models and LLMs
5 years owning end-to-end development, monitoring, maintenance, and continuous improvement of scalable, robust AIML applications
Bachelor’s degree or above in Computer Science, Engineering, Statistics or a related field
Nice to have:
5 years interfacing directly with internal business stakeholders and/or external stakeholders on AIML initiatives
5 years working with cloud provider solutions such as Azure and AWS
4 years with tools that power LLM-based AI agents: eval frameworks, agent tooling, RAG pipelines, prompt engineering, etc.
3 years building LLM-based AI agent workflows via both no code/low code and traditional high-code development environments
2 years of ideating, integrating, and designing applications and frontends using React or similar
Strong communication and problem-solving skills to excel in dynamic, cross-functional and ambiguous decision-making environments
What we offer:
Comprehensive Total Rewards program
401K savings plan vested from day one that offers a 6% match
performance and recognition-based incentives
tuition assistance
mental healthcare
fertility and adoption assistance
workplace flexibility
GEICO Flex program, which offers the ability to work from anywhere in the US for up to four weeks per year