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

ByteDance
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Product sense","User experience focus","Analysis","Modeling","Problem-solving"]

Build and improve e-commerce search recommendation models for a rapidly expanding global enterprise. You’ll optimize recommender systems with hyperscale machine learning across recall and multi-stage ranking, pushing short-text and general recommendation techniques. Collaborate to advance the interaction between recommendation and NLP to enhance user search and purchasing cognition for billions of active users.

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FursaFursa
ByteDance
ByteDance
1 month ago

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

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

Source: Company careers pageValidated by: Fursa AI
Last checked: 30 days agoStatus: Live
Reposted: similar role first listed 1 month ago

Job Summary

Build and improve e-commerce search recommendation models for a rapidly expanding global enterprise. You’ll optimize recommender systems with hyperscale machine learning across recall and multi-stage ranking, pushing short-text and general recommendation techniques. Collaborate to advance the interaction between recommendation and NLP to enhance user search and purchasing cognition for billions of active users.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Elevate search recommendation services and models for e-commerce to drive more search traffic and improve user search and purchasing cognition.
  • •Optimize recommender systems using hyperscale machine learning models.
  • •Work across the end-to-end workflow from recall/first-stage ranking to final-stage ranking.
  • •Develop short-text and general recommendation technology.
  • •Focus on 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; able to identify 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).
Experience:E-commerceRecommendationSearchAdvertising
Education:Bachelor's in computer science
Skills:Product senseUser experience focusAnalysisModelingProblem-solving
Tech Stack:Machine learningNLPCVRecommendationMulti-modal

Company Brief

ByteDance
Develops consumer internet and content platforms, including TikTok and other apps for short-form video, news, and entertainment. It also builds advertising, commerce, and creator tools that connect audiences, brands, and publishers across global markets.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Revenue: USD 1B+
Growth: Established Company
Headquarters: Beijing, China
Founded: 2012
WebsiteLinkedIn