Xiaomi Technology

机器学习算法工程师

Xiaomi Technology  •  Beijing, CN (Onsite)  •  1 day ago
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Job Description

机器学习算法工程师
北京
校招
正式
算法类
2027届校园招聘计划
职位描述
岗位描述:
1、负责小米核心业务的数据/算法工作,优化协调过滤算法,挖掘用户社交关系与潜在社群;
2、负责构建用户画像,分析用户兴趣偏好;
3、负责相关业务的数据分析及增长挖掘工作;
4、负责将前沿技术应用到新场景上的技术研发。
职位要求
任职要求:
1、硕士及以上学历,计算机科学、信息工程、电子工程、机器人学等专业,有C++/python开发经验;
2、熟练掌握至少一种深度学习框架,如Tensorflow,PyTorch等;
3、掌握各类机器学习算法原理,例如SVM,KNN等,深入理解常用神经网络结构(DNN, CNN, RNN, Attention等);
4、了解主流分类,检测或者生成模型, 例如ResNet, MobileNet和UNet等,知道如何加速和泛化模型者优先;
5、熟悉语音识别/合成基本算法(HMM, GMM, CTC, Transformer等)与框架(HTK, HTS, Kaldi等) 优先。
投递
Xiaomi Technology

About Xiaomi Technology

Xiaomi Corporation was founded in April 2010 and listed on the Main Board of the Hong Kong Stock Exchange on July 9, 2018 (1810.HK). Xiaomi is a consumer electronics and smart manufacturing company with smartphones and smart hardware connected by an IoT platform at its core.

Embracing our vision of “Make friends with users and be the coolest company in the users’ hearts”, Xiaomi continuously pursues innovations, high-quality user experience and operational efficiency. The company relentlessly builds amazing products with honest prices to let everyone in the world enjoy a better life through innovative technology.

Xiaomi is one of the world's leading smartphone companies. The company has also established the world’s leading consumer AIoT (AI+IoT) platform,reached 558 million smart devices connected to its platform (excluding smartphones,laptops and tablets) as of September 30 2022. Xiaomi products are present in more than 100 countries and regions around the world. In August 2022, Xiaomi was included in the Fortune Global 500 list for the fourth year in a row, ranking 266th. The company is the fastest-rising Chinese technology conglomerate during the four-year period.

Xiaomi is a constituent of the Hang Seng Index, Hang Seng China Enterprises Index, Hang Seng TECH Index and Hang Seng China 50 Index.

Industry
IT & Software
Company Size
10,000+ employees
Headquarters
Beijing, CN
Year Founded
2010
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