9 hours ago

Machine Learning Engineer, TikTok Search Local Services

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI

Last checked: 9 hours agoStatus: Live

Job Summary

Build and improve local services search and recommendation systems that help users discover hospitality, dining, and leisure experiences. You’ll apply large-scale machine learning to enhance personalized relevance, query analysis, and ranking (coarse, fine, blended), along with CTR/CVR prediction and conversion efficiency optimization. Work across the full stack of search algorithms and behavior modeling to drive ecosystem growth for billions of users.

Location: Singapore

Employment Type: Full time

Job Function: Data Science & Machine Learning

Key Responsibilities

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

Key Requirements

•Excellent analytical and problem-solving skills.
•Strong foundation in machine learning and deep learning, with experience in 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-commerce

Skills:Analytical skillsProblem-solvingCodingAlgorithmic thinking

Tech Stack:Machine learningDeep learningNLPPersonalizationLinuxCTR (Click-Through Rate) predictionCVR (Conversion Rate) predictionVector recallRankingCoarse rankingFine rankingBlended ranking

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

Website LinkedIn

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TikTok

9 hours ago

Machine Learning Engineer, TikTok Search Local Services

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI

Last checked: 9 hours agoStatus: Live

Job Summary

Location: Singapore

Employment Type: Full time

Job Function: Data Science & Machine Learning

Key Responsibilities

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

Key Requirements

•Excellent analytical and problem-solving skills.
•Strong foundation in machine learning and deep learning, with experience in 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-commerce

Skills:Analytical skillsProblem-solvingCodingAlgorithmic thinking

Tech Stack:Machine learningDeep learningNLPPersonalizationLinuxCTR (Click-Through Rate) predictionCVR (Conversion Rate) predictionVector recallRankingCoarse rankingFine rankingBlended ranking

Company Brief

TikTok

Industry: Digital Media

Company Size: Enterprise (1,001+ employees)

Growth: Scaleup

Headquarters: Singapore, Singapore

Founded: 2016

Website LinkedIn