Job Details

Software Engineer - Machine Learning Infrastructure

Advertiser
ByteDance
Location
Seattle, Washington, United States
Rate
-
Responsibilities Responsibilities:Founded in 2012, ByteDance is a technology company operating a range of content platforms that inform, educate, entertain and inspire people across languages, cultures and geographies.With a suite of more than a dozen products, including TikTok, Douyin, Toutiao, Helo and Resso, ByteDance now has a portfolio of applications available in over 150 markets and 75 languages.The mission of our AML team is to push next-generation machine learning algorithms and platform for the recommendation system, ads ranking and search ranking in our company. We also drive substantial impact for core businesses of the company. Currently we are looking for Software Engineer - Machine Learning Infrastructure to join our team to support and advance that mission.What You'll Do- Responsible for the design and implementation of a global-scale machine learning system for feeds, ads and search ranking models.- Responsible for improving use-ability and flexibility of the machine learning infrastructure.- Responsible for improving the workflow of model training and serving, data pipelines and resource management for the multi-tenancy machine learning systems. Qualifications Qualifications:- Proficient in C/C++/Python, and have solid programming skills.- Familiar with deep learning frameworks (TensorFlow/Pytorch).- Experience in developing and deploying large-scale systems.- Ability to work independently and complete projects from beginning to end and in a timely manner.- Good communication and teamwork skills to clearly communicate technical concepts with other teammates.Preferred Qualifications:- Experience contributing to an open sourced machine learning framework (TensorFlow/PyTorch).- Experience in big data frameworks (e.g., Spark/Hadoop/Flink), experience in resource management and task scheduling for large scale distributed systems.- Strong background in one of the following fields: Hardware-Software Co-Design, High Performance Computing, ML Hardware Acceleration (e.g., GPU/TPU/RDMA) or ML for Systems.ByteDance is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At ByteDance, our mission is to inspire creativity and enrich life. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. We believe individuals shouldn't be disadvantaged because of their background or identity, but instead should be considered based on their strengths and experience. We are passionate about this and hope you are too.ByteDance is committed to providing reasonable accommodations during our recruitment process. If you need assistance or an accommodation,

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