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    Machine Learning Engineer - San Jose, CA, United States - TikTok

    TikTok
    TikTok San Jose, CA, United States

    4 days ago

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    Description
    TikTok is the leading destination for short-form mobile video. TikTok has global offices including Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul and Tokyo.
    Creation is the core of TikTok's purpose. Our platform is built to help imaginations thrive. This is doubly true of the teams that make TikTok possible.
    At TikTok, we create together and grow together. That's how we drive impact - for ourselves, our company, and the communities we serve.

    The mission of our AML team is to push the next-generation AI infrastructure and recommendation platform for the ads ranking, search ranking, live & ecom ranking in our company.

    Currently, we are looking for Machine Learning Engineer in Model Training Infrastructure to join our team to support and advance that mission.

    Responsible for the design and implementation of a global-scale machine learning system for feeds, ads and search ranking models.


    • Responsible for improving useability and flexibility of the machine learning infrastructure.
    • Responsible for improving the workflow of model training and serving, data pipelines, storage system and resource management for multitenancy machine learning systems.
    • Proficient in C/C++/CUDA/Python, and have solid programming skills.
    • Familiar with deep learning frameworks (TensorFlow/Pytorch).
    • Ability to work independently and complete projects from beginning to end and in a timely manner.
    • Experience on improving core machine learning infrastructure(TensorFlow, Pytorch, and Jax).
    Experience contributing to an open sourced machine learning framework (TensorFlow/PyTorch).

    • Experience in using/designing opensource machine learning lifecycle management systems: TikTok 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 TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach. TikTok 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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