资深机器学习工程师，Agentic AI
Principal Machine Learning Engineer, Agentic AI
关于团队
Zillow的Agentic AI团队正处于推动房地产行业变革的最前沿，帮助数百万用户利用AI技术找到他们的下一处住所。我们旨在通过提供一个始终在线的助手，重新定义购房和交易体验，该助手整合了深入的用户洞察和复杂的推理能力。通过在这些助手中嵌入领域知识和专业技能，我们赋能购房者和房地产专业人士提高效率，同时保持Zillow的竞争优势。这个精简、以客户为中心的团队由科学家和工程师组成，共同交付令人愉悦的客户体验。我们坚信问责制、协作和透明度。
关于职位
Zillow正在寻找一位高级机器学习工程师加入Agentic AI团队，开发先进的多模态基础技术。他们将亲自参与原型设计、模型评估和部署到Zillow高度可扩展的基础设施平台。他们将开发感知和语言理解、深度推理以及强化学习，以处理AI代理的决策。
作为Agentic AI团队的高级机器学习工程师，您将：
- 使用AgentSDK、LangChain/LangGraph等框架设计、原型设计和开发具备高度自主和上下文感知交互能力的多代理系统
- 利用先进的GenAI模型，包括推理模型、实时语音API等，构建代理原型，并最终将其转化为产品级的代理功能并部署给用户
- 具备“构建、学习和调整”的心态，对生产环境的交付保持高标准
- 指导工程师使用正确的技术来实现代理AI解决方案，培养创新和负责任AI使用的文化
- 将复杂的研究成果和系统设计提炼为可操作的见解，面向不同受众——包括高管
- 保持对代理AI新兴范式的前沿了解，推动产品创新
- 成为应用科学项目的中心点，推动时间线和优先级的协调一致
- 持续优化实验、A/B测试和生产发布流程，平衡快速创新与可靠性和负责任的部署。
该职位被归类为远程岗位。“远程”员工没有固定的公司办公场所，而是通过其他方式工作。
查看英文原文
About the team
The Agentic AI team at Zillow is at the forefront of transforming the real estate industry by helping millions of people use AI technologies to find their next home. We aim to redefine the home shopping and transaction experience by providing an always-on assistant that integrates deep user insights and sophisticated reasoning. By embedding domain knowledge and specialized expertise in these assistants, we empower home buyers and real estate professionals to gain efficiency while maintaining Zillow's competitive edge. This lean, customer-focused team comprises scientists and engineers working together to deliver a delightful customer experience. We strongly believe in accountability, collaboration, and transparency.About the role
Zillow is looking for a Principal Machine Learning Engineer on the Agentic AI team to develop advanced multimodal foundational technologies. They will be hands-on in prototyping ideas, evaluating, and deploying models to Zillow's highly scalable infrastructure platforms. They’ll be developing perception and language understanding, deep reasoning, and reinforcement learning to handle AI agent decision-making.
As a Principal Machine Learning Engineer on the Agentic AI team, you will:
- Leverage frameworks like AgentSDK, and LangChain/LangGraph to design, prototype, and develop multi-agent systems that are capable of highly autonomous and context-aware interactions
- Leverage advanced GenAI models including reasoning models, real-time voice API, etc, to build agentic prototypes and later on convert them into product-level agentic skills and deploy to users.
- Have the mentality of “build, learn, and pivot”, and hold the high bar of shipping into production.
- Mentor and guide engineers in using the right technologies for agentic AI solutions and foster a culture of innovation and responsible AI usage
- Distill complex research findings and system designs into actionable insights for diverse audiences—including executives
- Remain on the cutting edge of agentic AI emerging paradigms, driving product innovation
- Serve as the focal point for applied science projects, driving alignment on timelines, and prioritization
- Continuously refine processes for experimentation, A/B testing, and production rollouts to balance rapid innovation with reliability and responsible deployment.
This role has been categorized as a Remote position. “Remote” employees do not have a permanent corporate office workplace and, instead, work from a physical location of their choice, which must be identified to the Company. U.S. employees may live in any of the 50 United States, with limited exceptions.In California, Connecticut, Maryland, Massachusetts, New Jersey, New York, Washington state, and Washington DC the standard base pay range for this role is $204,400.00 - $326,600.00 annually. This base pay range is specific to these locations and may not be applicable to other locations.In Colorado, Hawaii, Illinois, Maine, Minnesota, Nevada, Ohio, Rhode Island, Vermont, and Virginia the standard base pay range for this role is $194,200.00 - $310,200.00 annually. The base pay range is specific to these locations and may not be applicable to other locations.In addition to a competitive base salary this position is also eligible for equity awards based on factors such as experience, performance and location. Actual amounts will vary depending on experience, performance and location. Employees in this role will not be paid below the salary threshold for exempt employees in the state where they reside.Who you are
As a Principal Machine Learning Engineer, you are a roll-up-the-sleeves and get-it-done engineer who can marry state-of-the-art technology (i.e., LLM models, either from OpenAI or open source) with large-scale engineering. We are looking for someone who has:
- A master's degree or above, equivalent experience in Computer Science, Electrical Engineering, or a related field with emphasis on foundational LLM, agentic AI, reinforcement learning, AI planning, or natural language processing
- 7+ years of hands-on work building large-scale, high-impact solutions—ideally in the most recent two years building agent-based systems, multi-agent collaboration, or similar paradigms
- Experience developing dialogue systems capable of long conversations, multi-step reasoning, context-rich decision-making
- Experience deploying and scaling AI services capable of handling hundreds of millions of daily interactions with high availability, low latency, and robust fault tolerance
- A track record of publishing high-impact research in top AI/ML venues is a big plus.
Get to know us
At Zillow, we’re reimagining how people move—through the real estate market and through their careers. As the most-visited real estate platform in the U.S., we help customers navigate buying, selling, financing and renting with greater ease and confidence. Whether you're working in tech, sales, operations, or design, you’ll be part of a company that's reshaping an industry and helping more people make home a reality.
Zillow is honored to be recognized among the best workplaces in the country. Zillow was named one of FORTUNE 100 Best Companies to Work For® in 2025, and included on the PEOPLE Companies That Care® 2025list, reflecting our commitment to creating an innovative, inclusive, and engaging culture where employees are empowered to grow.
No matter where you sit in the organization, your work will help drive innovation, support our customers, and move the industry—and your career—forward, together.
Zillow Group is an equal opportunity employer committed to fostering an inclusive, innovative environment with the best employees. We are committed to equal employment opportunity regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity or Veteran status. If you have a disability or special need that requires accommodation, please contact your recruiter directly.
Qualified applicants with arrest or conviction records will be considered for employment in accordance with applicable state and local law.
Los Angeles County applicants: Job duties for this position include: work safely and cooperatively with other employees, supervisors, and staff; adhere to standards of excellence despite stressful conditions; communicate effectively and respectfully with employees, supervisors, and staff to ensure exceptional customer service; and follow all federal, state, and local laws and Company policies. Criminal history may have a direct, adverse, and negative relationship with some of the material job duties of this position. These include the duties and responsibilities listed above, as well as the abilities to adhere to company policies, exercise sound judgment, effectively manage stress and work safely and respectfully with others, exhibit trustworthiness and professionalism, and safeguard business operations and the Company’s reputation. Pursuant to the Los Angeles County Fair Chance Ordinance, we will consider for employment qualified applicants with arrest and conviction records.
Originally posted on Himalayas