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大数据算法工程师

Zoom

Zoom

Hefei, Anhui, China
Posted on Friday, December 29, 2023

我们正在寻找大数据算法工程师加入我们的算法团队,该职位主要利用海量服务运维数据,追踪发现和预测业务事件。我们的团队技术氛围浓厚,团队协作丝滑。期待您的加入,共同参与国际化团队协作,确保Zoom产品和服务的成功。您的努力将提高客户满意度和幸福感。

岗位职责:
1.根据场景负责构建相关的统计或机器学习模型;

2.深入了解各业务的当前运维痛点,基于模型发现和预测运维事故;

3.对较难处理的大数据场景(弱显著、弱观测等场景)作出进阶的统计数据分析或机器学习处理,提供有效的分析结论;

4.跟踪、研究及转化机器学习/深度学习前沿技术。

任职要求:
1.本科或以上学历,数学、计算机、通信等相关专业,3年及以上工作经验;

2.精通常见的机器学习理论和算法,比如LR、RF、GBDT、XGboost等,能根据业务场景快速将模型落地、部署和监控;

3.有较强的算法分析和实现能力;

4.精通统计学相关知识,对数据敏感,具有良好的逻辑思维能力、分析总结能力;

5.有自我驱动力,挑战难题的热情和韧性,具有良好的团队沟通和协作能力。

加分项:
1.熟练掌握Hadoop、Spark、Flink等大数据技术优先;

2.在时间序列建模、弱观测、数据不平衡、冷启动等领域有相关分析研究或工作经验者优先;

3.了解深度学习理论,精通深度学习框架,有深度学习实际项目部署和应用经验优先。

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.

At Zoom, we care about our employees, their families, and their well-being. 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. To view our benefits, click here.

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.