Machine Learning Engineer - Local Services Search (Singapore)

ByteDance
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningSkills: ["Analytical thinking","Problem-solving","Coding","Data structures & algorithms","Machine learning","Deep learning"]

Build and enhance local services search and recommendation systems for hospitality, dining, and leisure experiences. Work on large-scale machine learning models for personalized relevance, CTR/CVR prediction, and conversion optimization across billions of users. Design and implement end-to-end search algorithms (query analysis, recall, coarse/fine/blended ranking, and vector recall/value blending) while supporting the local video service business and driving ecosystem growth.

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FursaFursa
ByteDance
ByteDance
1 month ago

Machine Learning Engineer - Local Services Search (Singapore)

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI
Last checked: 31 days agoStatus: Live
Reposted: similar role first listed 1 month ago

Job Summary

Build and enhance local services search and recommendation systems for hospitality, dining, and leisure experiences. Work on large-scale machine learning models for personalized relevance, CTR/CVR prediction, and conversion optimization across billions of users. Design and implement end-to-end search algorithms (query analysis, recall, coarse/fine/blended ranking, and vector recall/value blending) while supporting the local video service business and driving ecosystem growth.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Support the local video service business to improve discovery of hospitality, dining, and leisure experiences.
  • •Improve the local services search experience and promote ecosystem growth.
  • •Apply large-scale ML techniques to enhance user shopping experiences and conversion efficiency.
  • •Design and implement local services search algorithms across the full stack, including query analysis, relevance, recall, and blended ranking.
  • •Build personalized behavior modeling for relevance computation and CTR/CVR prediction, including vector recall and value blending.

Key Requirements

  • •Excellent analytical and problem-solving skills.
  • •Strong foundation in machine learning and deep learning, including experience with NLP and personalization.
  • •Exceptional coding skills with solid knowledge of data structures and algorithms.
  • •Proficiency in Linux development environments.
  • •Prior experience in search, recommendation, or advertisement algorithms and familiarity with local life services and e-commerce businesses.
Experience:SearchRecommendationAdvertisementE-commerceHospitalityDiningLeisurePersonalizationNLP
Skills:Analytical thinkingProblem-solvingCodingData structures & algorithmsMachine learningDeep learning
Tech Stack:Machine learningDeep learningNLPNatural Language ProcessingPersonalizationLinuxCTRCVRClick-Through RateConversion Rate

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