Machine Learning Engineer Graduate (Global E-Commerce, Search) - 2027 Start

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Problem-solving","Analysis","Communication","Adaptability","Self-driven"]

Build and improve an e-commerce search engine for billions of monthly users by optimizing query analysis, text relevance, and multi-modal matching for products and e-commerce video content. Design end-to-end ranking systems, personalized shopping interests models, and conversion improvements that grow GMV. Contribute to personalized AI search with training optimization and automated evaluation, and work with deployed model platforms in a team environment.

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FursaFursa
TikTok
TikTok
1 day ago

Machine Learning Engineer Graduate (Global E-Commerce, Search) - 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 and improve an e-commerce search engine for billions of monthly users by optimizing query analysis, text relevance, and multi-modal matching for products and e-commerce video content. Design end-to-end ranking systems, personalized shopping interests models, and conversion improvements that grow GMV. Contribute to personalized AI search with training optimization and automated evaluation, and work with deployed model platforms in a team environment.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Improve basic search quality and user experience by optimizing query analysis and text relevance matching, including multi-modal matching for e-commerce video content.
  • •Design and implement end-to-end ranking systems (recall, first-stage ranking, final-stage ranking, mixed row) and improve personalized shopping interests models.
  • •Increase shopping conversion efficiency across merchandise, video, and live stream to support GMV growth.
  • •Advance personalized AI search through harness engineering, post-training optimization, and rubric-based automated evaluation to better understand intent.
  • •Work with software platforms where models are deployed and collaborate in a team applying statistics, scripting, and programming.

Key Requirements

  • •Completing or recently completed a Bachelor’s or Master’s degree in Software Development, Computer Science, Computer Engineering, or a related technical field.
  • •Excellent coding skills with solid knowledge of data structures and algorithms.
  • •Strong analysis, modeling, and problem-solving, with the ability to identify core issues in complex data.
  • •Industry work experience in machine learning and strong product sense focused on user experience.
  • •Self-driven ability to understand the business, adapt quickly, communicate effectively, and support project implementation.
Experience:Machine learning
Education:Bachelor's in Software Development, Computer Science, Computer Engineering, or a related technical discipline
Skills:Problem-solvingAnalysisCommunicationAdaptabilitySelf-driven
Tech Stack:Machine learningNLPCVMulti-modalRanking systemsQuery analysisStatisticsScriptingPersonalized AI search

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