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

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningSkills: ["Problem analysis","Problem solving","Independent research","Collaboration","Teamwork","Quick learning","Product ownership"]

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

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FursaFursa
TikTok
TikTok
1 day ago

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

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Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 12 hours agoStatus: Live

Job Summary

Build data-empowered capabilities for the TikTok Shop e-commerce platform by developing data mining pipelines and extracting actionable insights (including entity labels) from large volumes of domain data. Design and implement machine learning techniques and strategies to improve the accuracy and coverage of extracted data assets. Work with e-commerce data-related problems to translate requirements into data-driven solutions.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

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

Key Requirements

  • •Be completing or have recently completed a Bachelor's or Master's degree in Computer Science, Software Engineering, or a related discipline.
  • •Understand statistical machine learning model algorithms and deep learning principles/frameworks.
  • •Demonstrate coding ability with Python, Java, Go, or C++ and knowledge of common data structures and algorithms.
  • •Analyze e-commerce data-related problems and abstract them into data requirements that can be implemented to resolve business needs.
  • •Show strong problem analysis and solving ability, with quick independent research and a strong collaboration mindset.
Education:
Skills:Problem analysisProblem solvingIndependent researchCollaborationTeamworkQuick learningProduct ownership
Tech Stack:PythonJavaGoC++Machine learningDeep learningData miningData pipelines

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