Research Scientist, Multimodal Foundation Model Expert

2 weeks ago

Singapore BYTEDANCE PTE. LTD. Full time
About the Role

We are seeking a highly skilled Research Scientist to join our team at ByteDance PTE. LTD. as a Multimodal Foundation Model Research Scientist. As a key member of our team, you will be responsible for conducting cutting-edge research in computer vision, deep learning, and AI, addressing a wide range of challenges in these fields.

Key Responsibilities
  • Conduct research on computer vision, deep learning, and AI, addressing challenges in deep learning, computer vision, AIGC, graphics, large multi-modality models, diffusion models, video generation, 3D generation, video understanding, self-supervised learning, and autoregressive models.
  • Explore the application of large-scale/super-large-scale visual foundation models and contribute to the development of new technologies and products leveraging artificial intelligence.
  • Collaborate effectively with team members to drive innovation and growth.
Requirements
  • Hold a Ph.D. degree in computer science, electrical engineering, statistics, applied mathematics, data science, or a related discipline.
  • Possess research and practical experience in one or more areas of computer vision, encompassing multimodal generation (e.g., text-to-image, image, video, 3D generation and editing), diffusion models, GANs, transformers for generation tasks, vision-language models, large-scale training, and RLHF.
  • Proven track record of high-impact research.
  • Ability to work independently and collaboratively as part of a team.
Preferred Qualifications
  • Demonstrate impactful publications in leading AI conferences (e.g., CVPR, ECCV, ICCV, NeurIPS, ICLR, SIGGRAPH, SIGGRAPH Asia) and journals (e.g., TPAMI, JMLR).
  • Achievement as a winner in international academic competitions.
  • Proficiency in one of the differentiable programming frameworks such as PyTorch, TensorFlow, JAX, etc.
  • Possess coding skills in C/C++ and Python.
About ByteDance

ByteDance is a global technology company that creates innovative products and services for users around the world. Our mission is to inspire creativity and enrich life through technology. We are committed to creating an inclusive and diverse workplace where employees can grow and thrive.

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