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AI 搜索算法工程师(RAG 和语义搜索)

Zoom

Zoom

Software Engineering, Data Science
Hangzhou, Zhejiang, China
Posted on Thursday, May 23, 2024

团队简介:

我们正在寻找一名算法工程师加入我们的AI搜索(RAG)团队。作为Zoom的搜索算法工程师,您将在开发、实施和优化尖端搜索算法方面发挥关键作用。该职位提供了一个机会,让您参与AI和搜索技术的演进,与跨职能团队密切合作。您将直接参与具有重大价值的产品开发,并与来自世界各地的经验丰富的架构师和工程师一起工作。

岗位职责:

负责搜索的用户体验优化和业务指标的优化迭代

对搜索全链路(Query理解,召回,相关性,排序等)有比较深入的理解,能够针对业务需求制定合理的技术方案和算法策略来优化业务问题

负责将算法成功工程化,应用到实际业务场景中,提升用户的搜索体验

深入产品和业务,能够从数据中发现机制和算法的不足,提出改进方案并推动实现

与大数据团队密切合作,设计和维护健壮的数据模型和流程,确保数据的准确性和完整性

基本资格:

计算机科学或相关领域的学士学位或更高学历

精通搜索算法和数据结构,在Python、Java或C++等编程语言方面具有扎实的编程能力

对 AI 概念、算法和框架(例如 TensorFlow、PyTorch)有深入的了解

熟悉信息检索/自然语言处理/机器学习/深度学习技术,对搜索召回/排序/相关性/query理解/大规模日志挖掘等有相关经验者优先

对云计算平台(例如 AWS、Azure、Google Cloud)等有相关使用经验者优先

对大语言模型有丰富使用经验者优先

Ways of Working
Our structured hybrid approach is centered around our offices and remote work environments. The work style of each role, Hybrid, Remote, or In-Person is indicated in the job description/posting.

Benefits
As part of our award-winning workplace culture and commitment to delivering happiness, our benefits program offers a variety of perks, benefits, and options to help employees maintain their physical, mental, emotional, and financial health; support work-life balance; and contribute to their community in meaningful ways. Click Learn for more information.

About Us
Zoomies help people stay connected so they can get more done together. We set out to build the best collaboration platform for the enterprise, and today help people communicate better with products like Zoom Contact Center, Zoom Phone, Zoom Events, Zoom Apps, Zoom Rooms, and Zoom Webinars.
We’re problem-solvers, working at a fast pace to design solutions with our customers and users in mind. Here, you’ll work across teams to deliver impactful projects that are changing the way people communicate and enjoy opportunities to advance your career in a diverse, inclusive environment.


Our Commitment​
We believe that the unique contributions of all Zoomies is the driver of our success. To make sure that our products and culture continue to incorporate everyone's perspectives and experience we never discriminate on the basis of race, religion, national origin, gender identity or expression, sexual orientation, age, or marital, veteran, or disability status. Zoom is proud to be an equal opportunity workplace and is an affirmative action employer. All your information will be kept confidential according to EEO guidelines.

We welcome people of different backgrounds, experiences, abilities and perspectives including qualified applicants with arrest and conviction records and any qualified applicants requiring reasonable accommodations in accordance with the law.

If you need assistance navigating the interview process due to a medical disability, please submit an Accommodations Request Form and someone from our team will reach out soon. This form is solely for applicants who require an accommodation due to a qualifying medical disability. Non-accommodation-related requests, such as application follow-ups or technical issues, will not be addressed.