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TikTok

Algorithm Researcher

TikTok

Posted

3 weeks ago

Singapore, Singapore

Onsite

SGD 10K

Mid Level

Full Time

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Sema Summary

The Algorithm Researcher will focus on developing multimodal large models for TikTok's AI Innovation Center. This role requires expertise in machine learning and programming to enhance AI capabilities.

About Company

TikTok is the leading destination for short-form mobile video, inspiring creativity and bringing joy to users worldwide.

Core Requirements

  • PhD in machine learning, computer vision, or natural language processing.
  • Proficient in C/C++ or Python.
  • Research experience in large-scale language models.
  • Strong programming and algorithm skills.
  • Published papers in relevant fields.

Responsibilities

  • Develop multimodal large models for AI applications.
  • Enhance multimodal perception encoders.
  • Research and implement adaptive frame rates.
  • Integrate audio and user behavior into models.
  • Collaborate with teams to solve complex problems.
  • Analyze and improve model performance.
  • Stay updated with industry trends in AI.

Must Have skills

Machine LearningComputer VisionNatural Language ProcessingC/C++PythonProblem SolvingTeam Collaboration

Job Keywords

AIMachine LearningResearchProgrammingData Structures

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