Machine Learning Architect

2 days ago


Mountain View, California, United States Tik Tok Full time

About the Role

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TikTok is seeking a talented Machine Learning Engineer - Model Training Infrastructure to join our AML team. As a key member of this team, you will be responsible for designing and implementing a global-scale machine learning system for feeds, ads, and search ranking models.

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Key Responsibilities

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  • Design and implement a global-scale machine learning system for feeds, ads, and search ranking models">
  • Improve usability and flexibility of the machine learning infrastructure">
  • Enhance workflow of model training and serving, data pipelines, storage system, and resource management for multi-tenancy machine learning systems">
  • Develop key components of ML infrastructure and mentor interns">
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Requirements

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  • Bachelor's/Master's degree in Computer Science, Computer Engineering, or related fields or equivalent years of experience in a software engineering role">
  • Proficient in C/C++/CUDA/Python and have solid programming skills">
  • Familiar with deep learning frameworks (TensorFlow/Pytorch)">
  • Experience in developing and deploying large-scale systems">
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What We Offer

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  • A competitive salary of $150,000 per year">
  • The opportunity to work on a global-scale machine learning system that impacts millions of users">
  • A collaborative and dynamic work environment with opportunities for growth and development">
  • A comprehensive benefits package, including health insurance, retirement plan, and paid time off">
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How to Apply

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Please submit your resume and cover letter to us at https://shorturl.at/ktJP6

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We are an equal opportunity employer and welcome applications from diverse candidates.



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