Staff Machine Learning Engineer

GEICO . For more information, please .**Staff Machine Learning Engineer** **Overview:***single* AI/Machine Learning team, responsible for the tech design and tech health of the team. You will build and architect scalable and reliable AIML solutions that align with the company's tech paved path and stakeholder requirements. This role requires a minimum of 6 years of relevant experience. As a Staff Machine Learning Engineer, you will be the overall tech lead of a **Key Responsibilities:** **System development**: Architect scalable and reliable AIML solutions that align with the company's tech paved path and stakeholder requirements. **Minimal Qualifications:** At least 6 years of hands-on experience in machine learning and software engineering. **Technical Skills:** Deep proficiency in programming languages such as Python, Java, or similar, with a strong emphasis on coding excellence.Proficiency in AIML frameworks such as TensorFlow, PyTorch, Scikit-learn, Langchain, langraph, etc.Experience with SQL, Spark, and scripting languages such as Python for data processing and model development. Proven experience in deploying machine learning systems in a production environment, ensuring scalability, reliability, and high availability. **Core Engineering Skills:** Extensive experience with object-oriented design (OOD), design patterns, and writing clean, maintainable code. Strong understanding of system architecture, performance optimization, and the ability to design fault-tolerant systems that handle large-scale data and high-volume requests. Experience designing, building, and maintaining ETL pipelines, streamlining data collection, transformation, and storage for model development. Experience setting up monitoring and logging systems for tracking model performance in production environments and ensuring efficient resource utilization.**Preferred****Qualifications****:** Experience utilizing both open source (e.g. llama, Qwen, Mistral) and proprietary (e.g. GPT, Claude) LLMs for appropriate tasksExperience with tools that power LLM-based AI agents: eval frameworks, agent tooling, RAG pipelines, prompt engineering, etc.Experience building LLM-based AI agent workflows via both no code/low code and traditional high-code development environmentsExperience in ideating, integrating, and designing applications and frontends using React or similar.If you are passionate about pushing the boundaries of machine learning technology, thrive in a hands-on technical leadership role, and enjoy solving complex, large-scale problems, we encourage you to apply. * 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.For more than 75 years, GEICO has stood out from the rest of the insurance industry We are one of the nation's largest and fastest-growing auto insurers thanks to our low rates, outstanding service and clever marketing. We're an industry leader employing thousands of dedicated and hard-working associates. As a wholly owned subsidiary of Berkshire Hathaway, we offer associates training and career advancement in a financially stable and rewarding workplace.
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