Senior Algorithm Engineer

5 days ago

Seattle, Washington, United States Tik Tok Full time
About the Role

We are seeking a highly skilled Senior Algorithm Engineer to join our content understanding and generation team, where you will spearhead the development of multi-modality models on visual understanding and visual generation. As a key member of our team, you will be responsible for enhancing clients' shopping experience by developing AIGC algorithms in the field of e-commerce, such as e-commerce content understanding and trendings, product creativity generation, generation and optimization of product materials, virtual try-on, e-commerce video generation and editing.

Responsibilities
  • Explore cutting-edge technologies such as computer vision, AIGC, and multimodal machine learning in the field of content commerce.
  • Apply technologies such as AIGC in the field of content commerce, empowering various aspects of e-commerce.
  • Optimize and iterate CV/multimodal/AIGC-related models, including image/video understanding, image/video generation/editing, and other advanced technologies.
Requirements
  • 4+ years of work experience with Master's or Ph.D. Degree in Computer Science, Machine Learning, or a related field with excellent programming skills and proficiency in C/C++/Python.
  • Familiar with model training frameworks such as TensorFlow/PyTorch, understanding of mixed precision training, distributed training, TensorRT deployment, etc.
  • In-depth research in a specific area of computer vision/multimodality, including but not limited to multimodal generation, image generation, video generation, 3D generation, diffusion model, GAN, transformer for generation tasks, large-scale training, RLHF, and generative AI.
Preferred Qualifications
  • Strong practical skills, priority given to those who have published papers in related competitions and top academic conferences.
  • Experience in e-commerce or multimodal/AIGC, including image and video understanding, generation, etc.
  • Good learning ability, excellent communication skills, strong responsibility, proactive and enthusiastic attitude.
About Us

TikTok is committed to creating an inclusive space where employees are valued for their skills, experiences, and unique perspectives. Our platform connects people from across the globe and so does our workplace. At TikTok, our mission is to inspire creativity and bring joy. To achieve that goal, we are committed to celebrating our diverse voices and to creating an environment that reflects the many communities we reach.

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