Data Driven Product Manager

5 days ago


Singapore TIKTOK PTE. LTD. Full time
Our Mission

TikTok's mission is to inspire creativity and bring joy to our users. We strive to create an inclusive space where employees can grow and thrive. This role is a key part of our strategy team, responsible for using data-driven approaches to optimize LIVE revenue and user engagement.

Job Description

You will be responsible for participating in the optimization of ByteDance LIVE monetization business, adopting cutting-edge machine learning models to analyze user behavior and consumption data, building high-performance/high-reliability architecture services, and delivering an exceptional LIVE consumption experience.

Key Responsibilities
  • Participate in the optimization of ByteDance LIVE monetization business
  • Adeopt cutting-edge machine learning models to analyze user behavior and consumption data
  • Build high-performance/high-reliability architecture services
  • Deliver an exceptional LIVE consumption experience
Requirements
  • Familiarity with C/C++/Python development and Linux multi-threaded/multi-process environment
  • Familiarity with commonly used machine learning and deep learning algorithms, including but not limited to boost machine, dnn, reinforcement learning
  • Solid math foundation, including probability statistics, numerical optimization
  • Familiarity with at least one of Flink, Spark, Hive, with big data parallel processing experience
  • Experience in large-scale recommend system, advertising system, search engine preferred
  • Minimum 3 years relevant work experience from a large-scale internet business


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