Machine Learning Engineer for TikTok Ads Creative

5 days ago


San Jose, California, United States TikTok Full time
TikTok Ads Creative and Ecosystem Team

We are a team of innovators and problem-solvers at TikTok, working on the cutting-edge of advertising technology. Our mission is to empower creators and advertisers to produce and deliver the best engaging creative experiences to users.

Job Summary

We are seeking a highly skilled Machine Learning Engineer to join our team. As a Machine Learning Engineer, you will be responsible for developing and implementing algorithms to improve the precision of match-making between advertisers, creators, and creatives. You will also work on optimizing the distribution strategy of creatives in recommendation systems and ads systems.

Responsibilities
  1. Develop and implement machine learning algorithms to improve the precision of match-making between advertisers, creators, and creatives.
  2. Conduct online modeling on billion-level commercial traffic to optimize the distribution strategy of creatives in recommendation systems and ads systems.
  3. Develop a scientific allocation strategy for both natural and ad traffic to increase the short-term and long-term value for both advertisers and creators.
Requirements
  • Bachelor's degree or above in Computer Science or related fields.
  • 3+ years of relevant development experience and demonstrated knowledge of machine learning (RecSys/NLP/CV/GE), and experience in recommendation systems, computational advertising or operational planning algorithms.
  • Solid foundation in data structures and algorithms, proficient in Python/C++/Golang languages.
  • Passion for new technologies and proven capability in analysis and problem-solving.
  • Good team player with strong communication skills; experience in project management; strong perseverance and courage to help the business to a higher level.
About TikTok

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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