Machine Learning Engineer - LIVE Recommendation - Singapore

TikTok
Singapore
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningExperience: 2+ yearsEducation: bachelorsSkills: ["Communication","Teamwork"]

Build and iterate live streaming recommendation models and scalable classifiers, working on modules like precision ranking, first-stage ranking, and recall. Partner with product teams to align machine learning techniques to business objectives, improving recommendation strategy and user experience. Apply ML to user behavior modeling and content security/audit processes, accelerating iterative improvements across live streaming verticals in key regional markets.

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FursaFursa
TikTok
TikTok
1 month ago

Machine Learning Engineer - LIVE Recommendation - Singapore

✓ Verified Job

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

Source: Company careers pageValidated by: Fursa AI
Last checked: 17 hours agoStatus: Live

Job Summary

Build and iterate live streaming recommendation models and scalable classifiers, working on modules like precision ranking, first-stage ranking, and recall. Partner with product teams to align machine learning techniques to business objectives, improving recommendation strategy and user experience. Apply ML to user behavior modeling and content security/audit processes, accelerating iterative improvements across live streaming verticals in key regional markets.
Location: Singapore
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Build industry-leading live recommendation systems and develop highly scalable classifiers and tools using machine learning.
  • •Align model iteration with product objectives by improving model and recommendation strategy using machine learning techniques.
  • •Analyze user behavior and apply ML algorithms to optimize content consumption and production experience.
  • •Apply ML to content security strategy to improve the content audit process.
  • •Collaborate with cross-functional teams to grow ByteDance products in important regional markets.

Key Requirements

  • •Bachelor's degree in computer science or a related technical discipline, with at least 2 years of related work experience.
  • •Solid experience with data structures or algorithms.
  • •Software development experience through 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 a passion for challenging technical problems.
Experience:2+ yearsLive streamingLarge-scale internet business
Education:Bachelor's
Skills:CommunicationTeamwork
Tech Stack:Machine learningRecommendation systemsData mining

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