返回信息流MAI Ads team in Microsoft APRD is responsible for providing the advertising industry with the state-of-the-art online advertising platform and service. Our team is at the core of this effort, working on the following research & development: Selection(recall), Relevance, User Response Prediction (Click Prediction and Conversion prediction), Autobidding, Large Language Model and Large Scale Machine Learning & Serving System. The team is a world-class R&D team of passionate and talented scientists and engineers who aspire to solve challenging problems and turn innovative ideas into high-quality products and services that can help hundreds of millions of users and advertisers, and directly impact our business.
Qualifications
o Bachelor, Master, PhD degree in CS/EE or related areas is required.
o 6+ years of industry experiences in software engineering.
o Solid experience of shipping high performance C++, CUDA, python, C#, or equivalent language code.
o Experience with machine learning and TensorFlow/PyTorch distributed training is preferred.
o Domain knowledge of ads, search or content services is a plus.
o Quick learning and solid problem solving and debugging skills.
o Good communication skill, fluent in English (both oral and written).
Responsibilities
o Design and implement distributed training system for trillion parameter machine learning models.
o Drive our team efforts around utilization and optimization of training and inference on GPUs.
o Design and implement streaming training and publish of trillion parameter machine learning models.
o Analyze metrics and identify opportunities based on offline and online testing, develop and deliver robust and scalable solutions.
o Collaborate with cross-functional teams to deliver high-quality solutions.
想意向的同学发送 PDF 简历（中英文皆可）给我jingboshi@microsoft.com，备注姓名+ team 及意向 + byr 内推
这是一条镜像帖。来源：北邮人论坛 / job-info / #970802同步于 2024/12/6
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【微软】【内推】【社招】模型训练架构工程师/专家
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2024/12/6镜像同步0 回复
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