5 часов назад
Staff Machine Learning Engineer (Generative AI)
130 000 - 260 000$
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Machine Learning Engineer (Generative AI): Designing and deploying scalable generative AI solutions using LLMs, agentic workflows, and knowledge-search capabilities with an accent on production reliability, architecture, and cross-functional delivery. Focus on building multi-agent applications, integrating AI platforms, and developing evaluation, inference, monitoring, and deployment systems for complex business and customer-facing use cases.
Location: Palo Alto, California, United States
Annual salary: $130,000–$260,000
Company
is a large United States auto insurer and a member of the Berkshire Hathaway family of companies, serving millions of customers through insurance products and technology.
What you will do
- Design, develop, deploy, and maintain high-performance generative AI solutions using LLMs, agentic workflows, and knowledge-search capabilities.
- Build AI agent orchestration, conversational AI, knowledge assistants, process assistance, and automation for internal and customer-facing applications.
- Collaborate with data scientists, ML engineers, software engineers, product managers, designers, and platform teams to define requirements, roadmaps, and technical direction.
- Integrate solutions with ’s AI platform architecture and contribute to platform capabilities and feature roadmaps.
- Evaluate and implement technologies, frameworks, and tools while balancing build-versus-buy decisions, maintainability, and delivery speed.
- Lead technical alignment, mentor engineers, conduct design sessions and code reviews, and establish engineering best practices.
Requirements
- 8+ years of experience designing and building scalable production AI/ML applications and systems in cloud environments.
- 5+ years of experience with end-to-end development, monitoring, maintenance, and continuous improvement of AI/ML applications.
- 5+ years of experience with model and LLM training, fine-tuning, real-time and batch inference, and evaluation systems.
- 5+ years managing software development lifecycles for generative AI applications, backend systems, and APIs, including CI/CD, Kubernetes deployments, testing, monitoring, alerting, and production support.
- Experience with LangSmith, LangGraph, or similar agentic workflow frameworks; A2A, MCP, or similar agent communication standards; and Python, Java, or a comparable general-purpose language.
- Bachelor’s degree or higher in Computer Science, Engineering, Statistics, or a related field.
Nice to have
- Experience deploying and maintaining AI/ML products with Azure and AWS.
- Experience with production-grade LLM agents, evaluation frameworks, agent tooling, RAG pipelines, and prompt engineering.
- Experience building agentic products using both no-code or low-code and traditional high-code environments.
- Experience applying agentic workflows to insurance-domain problems.
- 5+ years interfacing with internal or external stakeholders on AI/ML initiatives.
Culture & Benefits
- Personalized development programs, mentorship, and certification assistance.
- Inclusive and collaborative culture focused on shared success.
- Competitive compensation, benefits, and flexibility supporting employee well-being and long-term needs.
- will consider sponsoring a new qualified applicant for employment authorization.
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