Senior Machine Learning Engineer

1 day ago


Seattle, Washington, United States Tik Tok Full time
Job Description

TikTok is a leading destination for short-form mobile video, and our mission is to inspire creativity and bring joy. We're looking for innovative Senior Machine Learning Engineers to join our TikTok Ads Core team, which develops state-of-the-art ad technologies, including ranking, retrieval, targeting, bidding, auction, and more.

As a Senior Machine Learning Engineer, you will be responsible for building highly scalable machine learning systems/models to improve ads ranking results. You will explore, develop, and experiment with new features to improve model accuracy, understand ads platform objectives, and take full advantage of modern machine learning to improve ad quality, relevancy, and select the best ad formats delivered to end-users.

Key Responsibilities:

  • Build highly scalable machine learning systems/models to improve ads ranking results.
  • Explore, develop, and experiment with new features to improve model accuracy.
  • Understand ads platform objectives and take full advantage of modern machine learning to improve ad quality, relevancy, and select the best ad formats delivered to end-users.

Requirements:

  • BS/MS degree in Computer Science, Computer Engineering, or a related technical discipline with 7+ years industry experience and 3+ year model optimization experience.
  • Solid programming skills, proficient in C/C++ and Python, familiar with basic data structure and algorithms, and familiar with Linux development environment.
  • Good analytical thinking capability and essential knowledge and skills in statistics.
  • Good theoretical grounding in deep learning concepts and techniques.
  • Familiar with architecture and implementation of at least one mainstream machine learning programming framework (TensorFlow/Pytorch/MXNet), familiar with its architecture and implementation mechanism.

Preferred Qualifications:

  • Good understanding in one of the following domains: ads bidding & auction, ads quality control, and online advertising systems.
  • Experience in resource management and task scheduling with large scale distributed software (such as Spark and TensorFlow).

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.



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