Machine Learning Platform Engineer

4 weeks ago

San Jose CA, United States ByteDance Full time

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 Applied Machine Learning (AML) team is seeking a Machine Learning Platform Engineer to develop and maintain our machine learning platform. The platform supports deep learning models for code development, testing, training scheduling, model deployment, and other core business functions. The team oversees the company's critical machine learning platform and serves as a foundation for recommended advertising and search. Here, you can work on recommended systems and distributed training of large-scale deep learning models.
We welcome candidates interested in machine learning platform engineering and with excellent engineering capabilities to join our team. If you love challenges and want to develop in the innovation field, please submit your application as soon as possible.
Design, develop, and maintain core functions of the machine learning platform, including data processing, feature engineering, model training, and model deployment.
Build efficient, scalable data processing and computing processes to ensure platform stability and performance.
Collaborate with data scientists and machine learning engineers to understand their requirements and provide tool and technical support.
Work closely with system administrators and software engineers to ensure smooth platform integration with other systems.
Responsible for managing and monitoring the operation of the machine learning platform and troubleshooting any platform-related issues.
Continuously track and evaluate emerging technologies and tools and provide suggestions for platform improvements and development.
Possess solid software engineering skills and be proficient in developing using common programming languages (such as Python, Java, or C++).
In-depth understanding of distributed computing and principles and technologies of large-scale data processing, familiar with related open source tools and frameworks (such as Hadoop, Spark, etc.).
Demonstrate understanding of cloud computing and containerization technologies such as AWS and Docker.
A preference for candidates with knowledge and experience in machine learning and deep learning, but it is not required. We value candidates' engineering capabilities and overall quality more.
A bachelor's or above degree in computer science, software engineering, or a related field is preferred.
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.

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