Research Scientist Graduate (TikTok Trust and Safety) - 2027 Start(PhD)

TikTok
Seattle
Workplace: OnsiteFull timeFunction: Data Science & Machine LearningEducation: phdSkills: ["Analytical skills","Problem-solving","Logical thinking","Communication","Collaboration"]

Help build trust and safety models that detect content and behaviors violating community guidelines. Work on cutting-edge computer vision and multimodality approaches to improve recognition of violation content, and enhance distributed model training frameworks. You’ll also explore LLM applications such as pre-training and zero-/few-shot learning, including hard case mining. The role is designed for PhD graduates, with onboarding commitment by year-end.

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FursaFursa
TikTok
TikTok
14 hours ago

Research Scientist Graduate (TikTok Trust and Safety) - 2027 Start(PhD)

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Source: Company careers pageValidated by: Fursa AI
Last checked: 14 hours agoStatus: Live

Job Summary

Help build trust and safety models that detect content and behaviors violating community guidelines. Work on cutting-edge computer vision and multimodality approaches to improve recognition of violation content, and enhance distributed model training frameworks. You’ll also explore LLM applications such as pre-training and zero-/few-shot learning, including hard case mining. The role is designed for PhD graduates, with onboarding commitment by year-end.
Location: Seattle
Workplace: Onsite
Employment Type: Full time
Job Function: Data Science & Machine Learning
Seniority: Graduate level

Key Responsibilities

  • •Develop computer vision and multimodality models to recognize violation content.
  • •Explore cutting-edge multimodal and computer vision large models for detection tasks.
  • •Research LLM applications in business scenarios such as pre-training and zero-shot/few-shot learning.
  • •Apply hard case mining and other strategies to improve model performance on challenging examples.
  • •Continuously optimize distributed model training frameworks for large models.

Key Requirements

  • •Completing or recently completed a PhD in computer science or a related discipline.
  • •Research experience in computer vision, multimodality, or LLM.
  • •Proficiency with at least one deep learning framework such as PyTorch or TensorFlow.
  • •Strong analytical, problem-solving, and logical thinking skills.
  • •Excellent communication and collaboration skills.
Experience:Computer visionMultimodalityLLM
Education:PhD / Doctorate
Skills:Analytical skillsProblem-solvingLogical thinkingCommunicationCollaboration
Tech Stack:PyTorchTensorFlowCLIPCOCAALBEFBLIPFlamingoViT-GViT-22BEVA-enormousLLM

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