Machine Learning Engineer, Search Recommendation (E-commerce) - Singapore

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Coding","Analysis","Problem-solving","Modeling","Product sense"]

Build and improve TikTok E-commerce search recommendation models for search growth, enhancing both discovery and purchase intent for users on TikTok and TikTok Mall. Work across the end-to-end recommender workflow from recall/first-stage ranking to final-stage ranking, focusing on hyperscale machine learning. Apply modern recommendation techniques and integrate NLP and related technologies to advance short-text and general recommendation systems at massive scale.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
TikTok
TikTok
1 month ago

Machine Learning Engineer, Search Recommendation (E-commerce) - Singapore

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI
Last checked: 5 hours agoStatus: Live

Job Summary

Build and improve TikTok E-commerce search recommendation models for search growth, enhancing both discovery and purchase intent for users on TikTok and TikTok Mall. Work across the end-to-end recommender workflow from recall/first-stage ranking to final-stage ranking, focusing on hyperscale machine learning. Apply modern recommendation techniques and integrate NLP and related technologies to advance short-text and general recommendation systems at massive scale.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Elevate TikTok E-commerce search recommendation services and models to drive higher search traffic on TikTok and TikTok Mall.
  • •Optimize the recommender system with hyperscale machine learning models across recall/first-stage ranking through final-stage ranking.
  • •Advance short-text and general recommendation technology, emphasizing the interaction between recommendation and NLP technology.

Key Requirements

  • •Bachelor’s or advanced degree in computer science or a related technical discipline.
  • •Excellent coding skills with solid knowledge of data structures and algorithms.
  • •Strong analysis, modeling, and problem-solving skills; ability to extract the essence of problems from complex data.
  • •Good product sense with a focus on user experience.
  • •Domain knowledge or experience in modern recommendation, search, advertisement, or e-commerce (publications in top journals/conferences and ACM-ICPC medals are a plus).
Education:Bachelor's in computer science
Skills:CodingAnalysisProblem-solvingModelingProduct sense
Tech Stack:Machine learningNLPCVComputer visionRecommendationRecommendation systemsMulti-modalHyperscale machine learningSearch recommendationE-commerce 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