TikTok - Data Science(Data Foundation and System) - Singapore
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The role
Identify core business metrics and establish a unified metric system, including calculation methods, data sources, and update frequencies, to ensure a clear data chain from collection to analysis.
Collaborate with data BPs, RD, QA, and DS teams to ensure data accuracy and regularly review and update the core metric system.
Develop data monitoring and alerting systems, and establish rapid response and problem-solving processes to promptly identify and resolve data anomalies and issues.
Explore and optimize data science work models to systematically improve DS efficiency and external collaboration.
Use data-driven analyses to identify key business issues, drive relevant analyses, promote solutions, and implement improvement measures.
Qualifications: Bachelor's degree or higher; strong SQL; practical Python (or other languages); data-driven mindset; solid understanding of data processing workflows; 5+ years in large-scale internet business preferred.
Collaborate with data BPs, RD, QA, and DS teams to ensure data accuracy and regularly review and update the core metric system.
Develop data monitoring and alerting systems, and establish rapid response and problem-solving processes to promptly identify and resolve data anomalies and issues.
Explore and optimize data science work models to systematically improve DS efficiency and external collaboration.
Use data-driven analyses to identify key business issues, drive relevant analyses, promote solutions, and implement improvement measures.
Qualifications: Bachelor's degree or higher; strong SQL; practical Python (or other languages); data-driven mindset; solid understanding of data processing workflows; 5+ years in large-scale internet business preferred.
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