Machine Learning Engineer, Video Recommendation - Singapore

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: bachelorsSkills: ["Communication","Teamwork"]

Build and evolve TikTok’s video recommendation systems for hundreds of millions of users. You’ll develop scalable classifiers and ML tools, align models with product objectives, and use user-behavior insights to improve recommendations and push notification experiences. Partner with cross-functional teams to advance TikTok’s growth in key regional markets, leveraging deep learning, recommendation algorithms, and large models.

Loading

Loading job details...

Preparing the role view and application actions.

FursaFursa
TikTok
TikTok
1 month ago

Machine Learning Engineer, Video Recommendation - Singapore

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI
Last checked: 19 hours agoStatus: Live

Job Summary

Build and evolve TikTok’s video recommendation systems for hundreds of millions of users. You’ll develop scalable classifiers and ML tools, align models with product objectives, and use user-behavior insights to improve recommendations and push notification experiences. Partner with cross-functional teams to advance TikTok’s growth in key regional markets, leveraging deep learning, recommendation algorithms, and large models.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning

Key Responsibilities

  • •Build recommendation systems, developing highly scalable classifiers and ML tools.
  • •Improve model and recommendation strategy by understanding product objectives and ML techniques.
  • •Apply machine learning to optimize push notification and production experience using user behavior.
  • •Collaborate with cross-functional teams to grow TikTok in important regional markets.

Key Requirements

  • •Bachelor’s degree (or higher) in computer science or a related technical discipline.
  • •Solid experience with data structures or algorithms.
  • •Software development experience with hands-on coding in a general purpose programming language.
  • •Experience in machine learning, recommendation systems, data mining, or related areas.
  • •Strong communication and teamwork skills, with passion for challenging technical problems.
Experience:Machine learningRecommendation systemsData mining
Education:Bachelor's
Skills:CommunicationTeamwork
Tech Stack:Deep learningRecommendation algorithmsLarge modelsMachine learningData miningData structuresAlgorithms

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