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Engineering Manager - Global E-commerce Algorithms Architecture
Responsible for the Algorithm Architecture team of TikTok E-commerce in the U.S. region. The team aims to enhance the efficiency and effectiveness of e-commerce algorithm services through user-friendly tools, elegant architecture, and robust, high-performance systems鈥攗ltimately driving GMV growth for TikTok E-commerce and building the most advanced e-commerce algorithm infrastructure in the industry.
Key Responsibilities:
- Lead the training, deployment, and inference optimization of large language models for e-commerce applications, improving efficiency and reducing costs across various business scenarios.
- Drive optimization of large-scale data processing for e-commerce, including feature computation, deduplication, and retrieval efficiency to enhance the effectiveness of foundational data.
- Support business needs such as customer service, merchant support, and guided shopping through centralized control systems, data analytics, and user experience improvements.
- Build systems for e-commerce governance, including data analysis tools, automated moderation, IPR protection, risk control features, duplicate image detection, and logistics-related capabilities.
- Own the long-term planning of the team and business, clearly defining team responsibilities and ensuring effective collaboration and role alignment with all stakeholders.
Key Responsibilities:
- Lead the training, deployment, and inference optimization of large language models for e-commerce applications, improving efficiency and reducing costs across various business scenarios.
- Drive optimization of large-scale data processing for e-commerce, including feature computation, deduplication, and retrieval efficiency to enhance the effectiveness of foundational data.
- Support business needs such as customer service, merchant support, and guided shopping through centralized control systems, data analytics, and user experience improvements.
- Build systems for e-commerce governance, including data analysis tools, automated moderation, IPR protection, risk control features, duplicate image detection, and logistics-related capabilities.
- Own the long-term planning of the team and business, clearly defining team responsibilities and ensuring effective collaboration and role alignment with all stakeholders.