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TikTok

short-form video · e-commerce marketplace

Algorithm Engineer - Global Live - Recommendation Strategy (Singapore)

Singapore · OnsitePosted 2 days ago
Machine learningUnspecified
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Opens the source posting on lifeattiktok.com

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The strategy team's mission is to use model-driven and data-driven ways to promote core indicators on LIVE revenue and user engagement, which includes:

  1. Build prediction/uplift NN model to improve LIVE feature intelligence;
  2. Mine and interfere potential crowds to gain a higher ROI operation for both LIVE streamer and watcher;
  3. Make detailed analysis on user data and system data to find out user experience optimiaztion zoom;
  4. Other work like user growth strategy, cold-start strategy, etc.

Job Description

  1. Participate in the optimization of TikTok LIVE monetization business and serve the LIVE experience of billions of global users;
  2. Adopt cutting-edge machine learning model to scientifically model massive user behaviour and consumption data, build high-performance/high-reliability architecture services, and bring users the ultimate experience in LIVE consumption;
  3. Deeply participate in product/business discussions, fully analyze and understand user behaviour patterns, and provide optimization directions for the overall business.

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