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Algorithm Engineer

1 week ago

Singapore TIKTOK PTE. LTD. Full time

TikTok is a leading destination for short-form mobile video. Our mission is to inspire creativity and bring joy. As part of our Live Platform Intelligence team, you will play a key role in using model-driven and data-driven approaches to promote core indicators on LIVE revenue and creator engagement.

Responsibilities
  • Optimize ByteDance LIVE business and serve the LIVE experience of billions of global users.
  • Develop cutting-edge machine learning models to improve business metrics (LIVE revenue and LIVE content quality), providing an ultimate experience for creators/operators in LIVE business.
  • Analyze user behavior patterns and provide optimization directions for improvement through product/business discussions.
Qualifications
  • Master's degree or above in Computer Science, or equivalent practical experience.
  • Familiarity with commonly used machine learning and deep learning algorithms, including DNN, NLP, CV, etc.
  • Experience with big data parallel processing using Flink, Spark, Hive, etc.
  • Excellent problem-solving and critical thinking skills, along with a solid maths foundation, including probability statistics, numerical optimization, etc.
Preferred Qualifications
  • Experience in large-scale recommend/advertising systems, risk control systems, or LLM.

At TikTok, we strive to create an inclusive space where employees are valued for their skills, experiences, and unique perspectives. We are committed to celebrating our diverse voices and creating an environment that reflects the many communities we reach. We believe in inspiring creativity and bringing joy to our users, and we hope you do too.