Data Scientist (Local Services) - TikTok
Oct 23, 2024 Singapore
About us
TikTok is the leading destination for short-form mobile video and our mission is to inspire creativity and bring joy.
- Size: 10,000+ employees
- Industry: Technology: Consumer Internet
Why you should apply for a job to TikTok:
4.5/5 in overall job satisfaction
4.5/5 in supportive management
100% say women are treated fairly and equally to men
100% would recommend this company to other women
100% say the CEO supports gender diversity
Ratings are based on anonymous reviews by Fairygodboss members. See all reviews ›
Responsibilities
About the Team
TikTok's data scientist team is a critical component of the platform's success, responsible for leveraging data to enhance user experience, optimize content delivery, and drive business decisions. As a leading social media app known for its short-form video content, TikTok relies heavily on data science to stay ahead in a vibrant market.
Job Description
1. Build and improve the operational data infrastructure for TikTok local services. This includes managing both online and offline activities, video-merchant matching processes, transaction processes, search/recommendation modules, traffic monitoring, and supply monitoring. Ensure data accuracy and alignment with business scenarios.
2. Develop a deep understanding of the impact of operational activities on transaction conversion rates and scientifically calculate the contribution of each activity to transaction improvements across various industries.
3. Regularly monitor key metrics, clearly identify reasons for metric fluctuations, and provide optimization and improvement suggestions.
4. Enhance communication with the business team, regularly produce analysis reports, and proactively help the business identify potential growth opportunities.
Qualifications
Minimum Qualifications
1. Bachelor's degree or higher, with over 3 years of work experience
2. Background in data-related fields such as statistics, computer science, or quantitative analysis. Experience in model development (causal inference, data mining, etc.)
3. Strong curiosity, the ability to proactively understand business needs, quickly grasp business logic, and translate it into data-driven problems.
Preferred Qualification
1. Excellent communication and coordination skills, with the ability to collaborate effectively across departments.
2. Strong sense of ownership, responsibility, and teamwork.
About the Team
TikTok's data scientist team is a critical component of the platform's success, responsible for leveraging data to enhance user experience, optimize content delivery, and drive business decisions. As a leading social media app known for its short-form video content, TikTok relies heavily on data science to stay ahead in a vibrant market.
Job Description
1. Build and improve the operational data infrastructure for TikTok local services. This includes managing both online and offline activities, video-merchant matching processes, transaction processes, search/recommendation modules, traffic monitoring, and supply monitoring. Ensure data accuracy and alignment with business scenarios.
2. Develop a deep understanding of the impact of operational activities on transaction conversion rates and scientifically calculate the contribution of each activity to transaction improvements across various industries.
3. Regularly monitor key metrics, clearly identify reasons for metric fluctuations, and provide optimization and improvement suggestions.
4. Enhance communication with the business team, regularly produce analysis reports, and proactively help the business identify potential growth opportunities.
Minimum Qualifications
1. Bachelor's degree or higher, with over 3 years of work experience
2. Background in data-related fields such as statistics, computer science, or quantitative analysis. Experience in model development (causal inference, data mining, etc.)
3. Strong curiosity, the ability to proactively understand business needs, quickly grasp business logic, and translate it into data-driven problems.
Preferred Qualification
1. Excellent communication and coordination skills, with the ability to collaborate effectively across departments.
2. Strong sense of ownership, responsibility, and teamwork.
About the Team
TikTok's data scientist team is a critical component of the platform's success, responsible for leveraging data to enhance user experience, optimize content delivery, and drive business decisions. As a leading social media app known for its short-form video content, TikTok relies heavily on data science to stay ahead in a vibrant market.
Job Description
1. Build and improve the operational data infrastructure for TikTok local services. This includes managing both online and offline activities, video-merchant matching processes, transaction processes, search/recommendation modules, traffic monitoring, and supply monitoring. Ensure data accuracy and alignment with business scenarios.
2. Develop a deep understanding of the impact of operational activities on transaction conversion rates and scientifically calculate the contribution of each activity to transaction improvements across various industries.
3. Regularly monitor key metrics, clearly identify reasons for metric fluctuations, and provide optimization and improvement suggestions.
4. Enhance communication with the business team, regularly produce analysis reports, and proactively help the business identify potential growth opportunities.
Qualifications
Minimum Qualifications
1. Bachelor's degree or higher, with over 3 years of work experience
2. Background in data-related fields such as statistics, computer science, or quantitative analysis. Experience in model development (causal inference, data mining, etc.)
3. Strong curiosity, the ability to proactively understand business needs, quickly grasp business logic, and translate it into data-driven problems.
Preferred Qualification
1. Excellent communication and coordination skills, with the ability to collaborate effectively across departments.
2. Strong sense of ownership, responsibility, and teamwork.
Responsibilities
ResponsibilitiesAbout the Team
TikTok's data scientist team is a critical component of the platform's success, responsible for leveraging data to enhance user experience, optimize content delivery, and drive business decisions. As a leading social media app known for its short-form video content, TikTok relies heavily on data science to stay ahead in a vibrant market.
Job Description
1. Build and improve the operational data infrastructure for TikTok local services. This includes managing both online and offline activities, video-merchant matching processes, transaction processes, search/recommendation modules, traffic monitoring, and supply monitoring. Ensure data accuracy and alignment with business scenarios.
2. Develop a deep understanding of the impact of operational activities on transaction conversion rates and scientifically calculate the contribution of each activity to transaction improvements across various industries.
3. Regularly monitor key metrics, clearly identify reasons for metric fluctuations, and provide optimization and improvement suggestions.
4. Enhance communication with the business team, regularly produce analysis reports, and proactively help the business identify potential growth opportunities.
Qualifications
QualificationsMinimum Qualifications
1. Bachelor's degree or higher, with over 3 years of work experience
2. Background in data-related fields such as statistics, computer science, or quantitative analysis. Experience in model development (causal inference, data mining, etc.)
3. Strong curiosity, the ability to proactively understand business needs, quickly grasp business logic, and translate it into data-driven problems.
Preferred Qualification
1. Excellent communication and coordination skills, with the ability to collaborate effectively across departments.
2. Strong sense of ownership, responsibility, and teamwork.
Additional Information
- Posted: Oct 23, 2024