Machine Learning Engineer in Commerce Ads

20 hours ago


San Jose, California, United States Tik Tok Full time
About the Role

TikTok is the leading destination for short-form mobile video. In this role, you will be part of the team that makes TikTok possible.

Key Responsibilities

• Develop highly scalable machine learning systems and state-of-the-art machine learning models to improve ads ranking quality and optimize advertisers' marketing strategies. Examples include but are not limited to click through rate prediction, conversion rate prediction, intelligent format selection and user journey optimization.

• Explore, develop and experiment with new features to improve model accuracy.

• Collaborate with Product Managers, Designers, and other disciplines to explore the next generation of shopping experiences on TikTok.

Requirements

• BS/MS degree in Computer Science, Computer Engineering, or other relevant majors, with related work experience.

• Solid programming skills, including but not limited to Go, C/C++, Python. Familiar with basic data structure and algorithms. Familiar with Linux development environment.

• Good analytical thinking capability. Have essential knowledge and skills in statistics.

• Good theoretical grounding in the machine and deep learning concepts and techniques (CNN/RNN/LSTM, etc.).

• Familiar with the architecture and implementation of at least one mainstream machine learning programming framework (TensorFlow/PyTorch/MXNet), familiar with its architecture and implementation mechanism.

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