Machine Learning Engineer Graduate (TikTok Shop - SEA) - 2027 Start
Aug 3, 2026 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 Shop is a content e-Commerce business with international short video product as the carrier. It is committed to becoming the first choice for users to discover and purchase good products with affordable prices. TikTok Shop hopes to provide users with more tailored and efficient consumption experience, enabling merchants to receive reliable platform services in different scenarios such as live e-commerce, short video content e-commerce, so as to make more affordable and high-quality products sell easily and a better life within reach.
We are looking for talented individuals to join our team. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth.
Successful candidates must be able to commit to an onboarding date by the end of the year. Please state your availability and graduation date clearly in your resume.
Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to our Company and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.
Candidates who pass resume screening will be invited to participate in Our Company's technical online assessment.
Responsibilities:
- Responsible for development of data-empowered capabilities for e-commerce platform, enable different e-commerce verticals to extract and apply key insights from oceans of data to meet their business needs;
- Develop data mining pipelines to extract data assets (eg. entity labels) from aggregated data and enable the extraction of actionable insights from large volumes of domain data;
- Design and development of various strategies, algorithms and machine learning techniques to improve the accuracy and coverage of extracted data assets;
- Analyze e-commerce data-related business problems and abstract them into data-related requirements that are then implemented to help resolve key business problems.
Qualifications
Minimum Qualifications:
- Individuals who are completing or have recently completed a Bachelor's or Master's degree in Computer Science, Software Engineering, or a related discipline;
- Familiarity with common statistical machine learning model algorithms, understands deep learning principles and frameworks;
- Familiar with one of the Python/Java/Go/C++ programming languages and common data structures and algorithms; demonstrable coding ability;
- Good problem analysis and solving ability, quick learner with independent research ability, strong collaboration and teamwork mindset.
Preferred Qualifications:
- Agile, quick self learner, highly self-motivated with strong sense of product ownership and creative problem solver;
- Deeply passionate about software coding/development and building great mobile/web applications;
- Good collaborator and team player, comfortable working in a fast moving, culturally diverse and globally distributed team environment.
About the team
TikTok Shop is a content e-Commerce business with international short video product as the carrier. It is committed to becoming the first choice for users to discover and purchase good products with affordable prices. TikTok Shop hopes to provide users with more tailored and efficient consumption experience, enabling merchants to receive reliable platform services in different scenarios such as live e-commerce, short video content e-commerce, so as to make more affordable and high-quality products sell easily and a better life within reach.
We are looking for talented individuals to join our team. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth.
Successful candidates must be able to commit to an onboarding date by the end of the year. Please state your availability and graduation date clearly in your resume.
Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to our Company and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.
Candidates who pass resume screening will be invited to participate in Our Company's technical online assessment.
Responsibilities:
- Responsible for development of data-empowered capabilities for e-commerce platform, enable different e-commerce verticals to extract and apply key insights from oceans of data to meet their business needs;
- Develop data mining pipelines to extract data assets (eg. entity labels) from aggregated data and enable the extraction of actionable insights from large volumes of domain data;
- Design and development of various strategies, algorithms and machine learning techniques to improve the accuracy and coverage of extracted data assets;
- Analyze e-commerce data-related business problems and abstract them into data-related requirements that are then implemented to help resolve key business problems.
Minimum Qualifications:
- Individuals who are completing or have recently completed a Bachelor's or Master's degree in Computer Science, Software Engineering, or a related discipline;
- Familiarity with common statistical machine learning model algorithms, understands deep learning principles and frameworks;
- Familiar with one of the Python/Java/Go/C++ programming languages and common data structures and algorithms; demonstrable coding ability;
- Good problem analysis and solving ability, quick learner with independent research ability, strong collaboration and teamwork mindset.
Preferred Qualifications:
- Agile, quick self learner, highly self-motivated with strong sense of product ownership and creative problem solver;
- Deeply passionate about software coding/development and building great mobile/web applications;
- Good collaborator and team player, comfortable working in a fast moving, culturally diverse and globally distributed team environment.
About the team
TikTok Shop is a content e-Commerce business with international short video product as the carrier. It is committed to becoming the first choice for users to discover and purchase good products with affordable prices. TikTok Shop hopes to provide users with more tailored and efficient consumption experience, enabling merchants to receive reliable platform services in different scenarios such as live e-commerce, short video content e-commerce, so as to make more affordable and high-quality products sell easily and a better life within reach.
We are looking for talented individuals to join our team. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth.
Successful candidates must be able to commit to an onboarding date by the end of the year. Please state your availability and graduation date clearly in your resume.
Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to our Company and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.
Candidates who pass resume screening will be invited to participate in Our Company's technical online assessment.
Responsibilities:
- Responsible for development of data-empowered capabilities for e-commerce platform, enable different e-commerce verticals to extract and apply key insights from oceans of data to meet their business needs;
- Develop data mining pipelines to extract data assets (eg. entity labels) from aggregated data and enable the extraction of actionable insights from large volumes of domain data;
- Design and development of various strategies, algorithms and machine learning techniques to improve the accuracy and coverage of extracted data assets;
- Analyze e-commerce data-related business problems and abstract them into data-related requirements that are then implemented to help resolve key business problems.
Qualifications
Minimum Qualifications:
- Individuals who are completing or have recently completed a Bachelor's or Master's degree in Computer Science, Software Engineering, or a related discipline;
- Familiarity with common statistical machine learning model algorithms, understands deep learning principles and frameworks;
- Familiar with one of the Python/Java/Go/C++ programming languages and common data structures and algorithms; demonstrable coding ability;
- Good problem analysis and solving ability, quick learner with independent research ability, strong collaboration and teamwork mindset.
Preferred Qualifications:
- Agile, quick self learner, highly self-motivated with strong sense of product ownership and creative problem solver;
- Deeply passionate about software coding/development and building great mobile/web applications;
- Good collaborator and team player, comfortable working in a fast moving, culturally diverse and globally distributed team environment.
Responsibilities
ResponsibilitiesAbout the team
TikTok Shop is a content e-Commerce business with international short video product as the carrier. It is committed to becoming the first choice for users to discover and purchase good products with affordable prices. TikTok Shop hopes to provide users with more tailored and efficient consumption experience, enabling merchants to receive reliable platform services in different scenarios such as live e-commerce, short video content e-commerce, so as to make more affordable and high-quality products sell easily and a better life within reach.
We are looking for talented individuals to join our team. As a graduate, you will get opportunities to pursue bold ideas, tackle complex challenges, and unlock limitless growth.
Successful candidates must be able to commit to an onboarding date by the end of the year. Please state your availability and graduation date clearly in your resume.
Candidates can apply to a maximum of two positions and will be considered for jobs in the order you apply. The application limit is applicable to our Company and its affiliates' jobs globally. Applications will be reviewed on a rolling basis - we encourage you to apply early.
Candidates who pass resume screening will be invited to participate in Our Company's technical online assessment.
Responsibilities:
- Responsible for development of data-empowered capabilities for e-commerce platform, enable different e-commerce verticals to extract and apply key insights from oceans of data to meet their business needs;
- Develop data mining pipelines to extract data assets (eg. entity labels) from aggregated data and enable the extraction of actionable insights from large volumes of domain data;
- Design and development of various strategies, algorithms and machine learning techniques to improve the accuracy and coverage of extracted data assets;
- Analyze e-commerce data-related business problems and abstract them into data-related requirements that are then implemented to help resolve key business problems.
Qualifications
QualificationsMinimum Qualifications:
- Individuals who are completing or have recently completed a Bachelor's or Master's degree in Computer Science, Software Engineering, or a related discipline;
- Familiarity with common statistical machine learning model algorithms, understands deep learning principles and frameworks;
- Familiar with one of the Python/Java/Go/C++ programming languages and common data structures and algorithms; demonstrable coding ability;
- Good problem analysis and solving ability, quick learner with independent research ability, strong collaboration and teamwork mindset.
Preferred Qualifications:
- Agile, quick self learner, highly self-motivated with strong sense of product ownership and creative problem solver;
- Deeply passionate about software coding/development and building great mobile/web applications;
- Good collaborator and team player, comfortable working in a fast moving, culturally diverse and globally distributed team environment.
Additional Information
- Posted: Aug 3, 2026