Deep Learning Specialist

19 hours ago


San Jose, California, United States Tik Tok Full time
Unlock Your Potential as a Deep Learning Specialist
TikTok is a global leader in short-form mobile video, and our Generative AI team is looking for talented professionals to help us drive innovation and growth. As a Deep Learning Specialist, you will focus on developing cutting-edge Generative AI techs across all modalities, including text, image, videos, and landing pages. Your primary responsibility will be to design and enhance robust multi-GPU systems for the efficient training and deployment of large-scale generative models.

About the Role
- Collaborate with cross-functional teams to improve the platforms that support our AI models, focusing on performance optimization and reduction of latency in model training and deployment.
- Stay updated with the latest industry and academic developments in generative AI to integrate state-of-the-art technologies and methodologies into our operations.
- Participate in research and development of new AI technologies and techniques to improve creative efficiency for advertisers, agencies, and creators.

Requirements
- M.S./Ph.D. in Computer Science, Computer Engineering, or related fields.
- Deep expertise in Python and deep learning frameworks such as PyTorch, with a strong grasp of large-scale model training technologies like FSDP/DeepSpeed and Asyncio.
- Proficient experience in Linux, Docker, and Kubernetes environments.
- Proven experience in generative models, especially in text-to-image (e.g., Diffusion-Based Models, Diffusion Transformers) and text-to-video (e.g., EMU series, MagViT) technologies.

Salary Range: $140,000 - $200,000 per year

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