GEICO · 3 months ago
Senior Machine Learning Engineer – AI Agent Platform
Chevy Chase, MD
Full-time
Hybrid
Mid, Senior Level
$115K/yr - $230K/yr
5+ years expGEICO is a leading insurance company seeking a Senior Machine Learning Engineer to join their AI organization. The role involves developing a virtual assistant platform to enhance productivity for internal associates and improve customer experiences, while collaborating with a team of AI and software engineers.
Auto InsuranceFinancial ServicesGovernmentInsuranceInternetMobile
Responsibilities
Own design, development and maintenance of high-performance, durable and scalable platform components that jointly power large sets of end-to-end GenAI agentic workflows. Examples include AI agent building & deployment, prompt management, workflow orchestration, MCP registry, etc
Contribute to the selection, evaluation, and implementation of software platforms, tools, and frameworks, balancing build vs. buy, speed to market, maintainability, etc
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. Establish pragmatic technical visions & roadmaps that balance business outcome, product release timelines and engineering excellence
Assist in the planning and estimation of software development projects, ensuring the efficient allocation of resources and timely delivery of solutions
Mentor and guide junior engineers via code reviews and design sessions, fostering a collaborative and high-performance team culture, elevating AI engineering best practices across the company
Qualification
Required
5+ years of professional software development experience with at least two general-purpose programming languages such as Java, C++, Python or C#
4+ years of experience designing and building AIML platform and systems utilizing open-source/cloud-agnostic components such as search engine (e.g. elastic search, Qdrant), data warehouse (e.g. snowflake), streaming platform (e.g. Kafka), relational database (e.g. postgresql), Nosql (e.g. MongoDB, Cassandra), distributed processing (e.g. Spark, Ray), workflow management (e.g. Airflow, Temporal), memory management (e.g. Redis), etc
3+ years' experience managing end-to-end software development life cycle (version control, CICD pipelines, Kubernetes clusters, testing, monitoring & alerting, production support etc.)
3+ years' experience building training, finetuning, real-time/batch inferencing and evaluation systems for AIML models and LLMs, esp. utilizing GPU-powered infrastructure
Bachelor's degree or above in Computer Science, Engineering, Statistics or a related field
Preferred
3+ years' experience with cloud providers such as Azure and AWS
2+ years' experience building conversational experiences and agentic workflows, leveraging open source LLMs, e.g. Llama, Mistral, Claude etc
Experience with LLM observability software such as Langsmith, Arize Phoenix, etc
Experience building LLM-based AI agent workflows via both no code/low code and traditional high-code development environments
Strong communication and problem-solving skills to excel in dynamic, cross-functional decision-making environments
Benefits
Comprehensive Total Rewards program that offers personalized coverage tailor-made for you and your family’s overall well-being.
Financial benefits including market-competitive compensation; a 401K savings plan vested from day one that offers a 6% match; performance and recognition-based incentives; and tuition assistance.
Access to additional benefits like mental healthcare as well as fertility and adoption assistance.
Supports flexibility- We provide workplace flexibility as well as our GEICO Flex program, which offers the ability to work from anywhere in the US for up to four weeks per year.
Company
GEICO
GEICO, Government Employees Insurance Company, has been providing affordable auto insurance since 1936. It is a sub-organization of Berkshire Hathaway.
10001+ employees
H1B Sponsorship
GEICO has a track record of offering H1B sponsorships. Please note that this does not
guarantee sponsorship for this specific role. Below presents additional info for your
reference. (Data Powered by US Department of Labor)
Distribution of Different Job Fields Receiving Sponsorship
Represents job field similar to this job
Trends of Total Sponsorships
2025 (128)
2024 (277)
2023 (338)
2022 (212)
2021 (148)
2020 (205)
Funding
Current Stage
Late StageTotal Funding
unknown1996-01-01Acquired
Leadership Team
Todd Combs
Chairman, President, and Chief Executive Officer
Clayton Johnson
Sr. Director of Product Management
Recent News
Business Wire
2026-01-07
2025-12-15
Company data provided by crunchbase