Semesteria Logo
TikTok

Researcher

TikTok

Posted

3 weeks ago

Singapore, Singapore

Onsite

SGD 10K

Mid Level

Full Time

Match

Skills

Experience

Industry

Sema

Sema Summary

The role focuses on developing large models for recommendation systems in e-commerce. It involves addressing challenges in engineering efficiency and personalized user experiences.

About Company

TikTok is the leading destination for short-form mobile video, aiming to inspire creativity and bring joy to its users.

Core Requirements

  • PhD in artificial intelligence, computer science, or mathematics.
  • Strong foundation in machine learning.
  • In-depth research experience in machine learning, NLP, or CV.
  • Proficiency in major algorithms and data structures.
  • Experience in search, advertising, or recommendation projects.

Responsibilities

  • Conduct research on recommendation algorithms.
  • Develop large recommendation models.
  • Enhance user experience through algorithmic innovations.
  • Address engineering efficiency in recommendation systems.
  • Explore content representation for media formats.
  • Scale recommendation model parameters.
  • Implement generative recommendation models.

Must Have skills

Machine LearningNatural Language ProcessingComputer VisionProblem SolvingCoding Skills

Job Keywords

Recommendation SystemsArtificial IntelligenceE-commerceMachine LearningResearch

Similar Jobs