TikTok
TikTok

Tech Lead, Research Scientist, Generative AI

职能机器学习
级别团队负责人
地点San Jose, Canada, United States
方式现场办公
类型Regular
发布今天
立即申请

职位介绍

About the team
The Intelligent Creation Team is the AI, special effects, and audio-video creation technology team, responsible for the core technology and business development. It covers a variety of technical fields, including deep learning, computer vision, graphics, speech, shooting and editing, special effects, client and server engineering, and provides cutting-edge content understanding, content creation, interactive experience, and consumption capabilities and industry solutions to other business lines within the company and external partners in various forms.

Responsibilities:

  • Conduct cutting-edge research and development in computer vision and machine learning, especially in the areas of generative AI (e.g. image, video, or 3d generation).
  • Transfer advanced technologies to the company's products;
  • Explore new products with artificial intelligence technology at its core.

Requirements:

  • Minimum Qualifications
  • 3+ years of research and practical experience in one or more areas of computer vision, including but not limited to
  • Generative model customization and personalization, especially diffusion models and GANs
  • Multimodal and controlled image and video generation by text, audio, video and other modalities.
  • Preferring candidates with publications in top-tier venues such as CVPR, ECCV, ICCV, NeurIPS, ICLR, SIGGRAPH or SIGGRAPH Asia, etc
  • Highly competent in algorithms and programming; Strong coding skills in C/C++ and Python.
  • Work and collaborate well with team members.
  • Ability to work independently.

必备技能

Machine learning

Model evaluation

Data workflows

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