Mastering Scalable Systems

6 days ago

Singapore beBeeRecommendation Full time $90,000 - $120,000
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TikTok's Recommendation Architecture Team seeks a talented System Architect to design and develop a scalable recommendation system. This role requires expertise in large model capabilities, cost-efficiency balance, cross-domain data processing, and adaptive tuning.

The ideal candidate will have a PhD in Artificial Intelligence, Computer Science, Mathematics, or related fields. They must possess strong programming skills, knowledge of data structures and algorithms, and experience with machine learning. Excellent communication and collaboration skills are also essential.

This is an internship position offering the opportunity to work with a diverse team, drive innovation, and create value for our communities. We celebrate diverse voices and aim to reflect the communities we reach.

  • Design and develop a scalable recommendation system using large model capabilities.
  • Orient and optimize parameters and configurations of systems and underlying components.
  • Explore adaptive fault diagnosis solutions to provide global perspective for fault tracking, localization, and analysis.
  • Address high costs of model training and operation when applying generative technologies to recommendation systems.
  • Handle massive heterogeneous data in horizontal cross-domain scenarios and improve and ensure data quality and accuracy.

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