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Machine Learning Engineer-Deep Model Infrastructure - San Jose, CA, United States - ByteDance
Description
With a suite of more than a dozen products, including TikTok, Helo, and Resso, as well as platforms specific to the China market, including Toutiao, Douyin, and Xigua, ByteDance has made it easier and more fun for people to connect with, consume, and create content.
Our products are built to help imaginations thrive.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.
Currently, we are looking for Software Engineer - Deep Model Infrastructure to join our team to support and advance that mission.
Responsible for the design and implementation of a deep model infrastructure for feeds, ads and search ranking models.Responsible for profiling and optimizing both training and inference frameworks to ensure efficient use of resources.
Proficient in C++/CUDA/Python, and have solid programming skills.
Familiar with deep learning frameworks (Pytorch/TensorFlow).
Ability to work independently and complete projects from beginning to end and in a timely manner.
Experience in Deep Model training/serving infrastructure (e.g., Large Language Model).
Experience contributing to an open sourced machine learning framework (Pytorch/TensorFlow).
Our platform connects people from across the globe and so does our workplace.
To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach.
ByteDance Inc.is committed to providing reasonable accommodations in our recruitment processes for candidates with disabilities, pregnancy, sincerely held religious beliefs or other reasons protected by applicable laws.
If you need assistance or a reasonable accommodation, please reach out to us at dataecommerce.Base pay is one part of the Total Package that is provided to compensate and recognize employees for their work, and this role may be eligible for additional discretionary bonuses/incentives, and restricted stock units.
We cover 100% premium coverage for employee medical insurance, approximately 75% premium coverage for dependents and offer a Health Savings Account(HSA) with a company match.
As well as Dental, Vision, Short/Long term Disability, Basic Life, Voluntary Life and AD&D insurance plans. In addition to Flexible Spending Account(FSA) Options like Health Care, Limited Purpose and Dependent Care.Our time off and leave plans are: 10 paid holidays per year plus 17 days of Paid Personal Time Off (PPTO) (prorated upon hire and increased by tenure) and 10 paid sick days per year as well as 12 weeks of paid Parental leave and 8 weeks of paid Supplemental Disability.
We also provide generous benefits like mental and emotional health benefits through our EAP and Lyra. A 401K company match, gym and cellphone service reimbursements.