jobapplier

Research Scientist Intern (Trust and Safety - CV/NLP/Multimodal LLM) - 2027 Start (PhD)

TikTok

Skills

Required

  • deep learning framework
  • PyTorch
  • TensorFlow

Preferred

  • LLM
  • computer vision
  • multimodality
  • CVPR
  • NIPS
  • ICML
  • ICLR
  • TPAMI

Responsibilities

  • Develop computer vision model or multimodality model to recognize violation content in TikTok
  • Explore cutting-edge multimodal or computer vision large models (CLIP, COCA, ALBEF, BLIP, Flamingo, ViT-G, ViT-22B, EVA-enormous, etc)
  • Explore the application of LLM in our business scenarios, like pre-training, zero-shot/ few-shot learning, hard case mining, etc
  • Continuously optimize the training framework to better adapt to the training of large models

Requirements

  • PhD candidate in computer science or a related technical discipline
  • Be proficient with at least one deep learning framework (e.g. PyTorch, TensorFlow)
  • Have excellent analytical and problem-solving skills, logical thinking skills, communication and collaboration skills

Preferred

  • Related Research Experience at least one of the following areas: computer vision, multimodality, LLM
  • Published papers in the top AI conferences or journals is a plus, including CVPR, ICCV, ECCV, NIPS, ICML, ICLR, TPAMI, IJCV, etc

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