Machine Learning Engineer Intern (TikTok Shop - SEA) - 2027 Start

TikTok
Singapore
Workplace: OnsiteInternshipFunction: Data Science & Machine LearningSkills: ["Problem-solving","Independent research","Collaboration","Teamwork","Product ownership"]

Build data-empowered capabilities for the TikTok Shop e-commerce platform by developing data mining pipelines and extracting actionable insights from large volumes of domain data. Design and implement machine learning techniques and algorithms to improve accuracy and coverage of extracted data assets (e.g., entity labels). Partner with stakeholders to translate e-commerce data business problems into data requirements and solutions.

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FursaFursa
TikTok
TikTok
1 hour ago

Machine Learning Engineer Intern (TikTok Shop - SEA) - 2027 Start

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Source: Company careers pageValidated by: Fursa AI
Last checked: 1 hour agoStatus: Live

Job Summary

Build data-empowered capabilities for the TikTok Shop e-commerce platform by developing data mining pipelines and extracting actionable insights from large volumes of domain data. Design and implement machine learning techniques and algorithms to improve accuracy and coverage of extracted data assets (e.g., entity labels). Partner with stakeholders to translate e-commerce data business problems into data requirements and solutions.
Location: Singapore
Workplace: Onsite
Employment Type: Internship
Job Function: Data Science & Machine Learning
Seniority: Intern level

Key Responsibilities

  • •Develop data-empowered capabilities for the e-commerce platform to help different e-commerce verticals extract and apply insights.
  • •Build data mining pipelines to extract data assets (e.g., entity labels) from aggregated data.
  • •Design and implement strategies, algorithms, and machine learning techniques to improve accuracy and coverage of data assets.
  • •Analyze e-commerce data-related business problems and translate them into data requirements to address business needs.

Key Requirements

  • •Currently pursuing an Undergraduate or Master's degree in Computer Science, Software Engineering, or a related technical discipline.
  • •Familiarity with common statistical machine learning algorithms and understanding of deep learning principles and frameworks.
  • •Proficiency with one of Python/Java/Go/C++ plus common data structures and algorithms, with demonstrable coding ability.
  • •Strong problem analysis and solving skills, with the ability to work independently on research and learn quickly.
  • •Strong collaboration and teamwork mindset.
Experience:E-commerceMachine learning
Education:
Skills:Problem-solvingIndependent researchCollaborationTeamworkProduct ownership
Tech Stack:PythonJavaGoC++Deep learning

Company Brief

TikTok
Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Singapore, Singapore
Founded: 2016
WebsiteLinkedIn