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Senior Machine Learning Engineer

2 months ago

San Jose, California, United States TikTok Full time
About Us

TikTok is a leading destination for short-form mobile video, inspiring creativity and bringing joy to over 1 billion users worldwide. Our global offices are located in Los Angeles, New York, London, Paris, Berlin, Dubai, Singapore, Jakarta, Seoul, and Tokyo.

Our Mission

We aim to create 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. We're passionate about celebrating our diverse voices and creating an environment that reflects the many communities we reach.

Job Summary

We're seeking a Senior Machine Learning Engineer to join our Ads Core Team at TikTok Global Monetization Technology. As a key member of our team, you'll be responsible for developing state-of-the-art ad technologies, including ranking, retrieval, targeting, bidding, auction, and more.

Key Responsibilities
  • Improve the effectiveness of spark ads delivery in all ads ranking systems, enhancing user experience and ROI.
  • Develop open-loop bidding products by joint optimization of recommendation traffic and ads traffic.
  • Iterate bidding strategy to reach the ROI and CPA goal.
  • Improve anchor model efficiency, including privacy-preserving environments.
  • Maximize delivery effect with minimal experience loss.
Requirements
  • BS/MS degree in Computer Science, Computer Engineering, or a related technical discipline with industry experience in search, ranking, recommendation, or other monetization aspects, plus model optimization experience.
  • Solid programming skills, proficient in C/C++ and Python, with familiarity with basic data structures and algorithms, and Linux development environment.
  • Good analytical thinking capability and essential knowledge and skills in statistics.
  • Good theoretical grounding in deep learning concepts and techniques.
  • Familiarity with architecture and implementation of at least one mainstream machine learning programming framework (TensorFlow/PyTorch/MXNet).
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).
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. We're passionate about celebrating our diverse voices and creating an environment that reflects the many communities we reach.

We are an equal opportunities employer and welcome applications from all qualified candidates. If you need assistance or reasonable accommodation, please reach out to us at .

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