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Principal Multimodal Algorithm Developer

2 weeks ago


Seattle, Washington, United States TikTok Full time
About TikTok

TikTok is a leading short-form mobile video platform that inspires creativity and brings joy. Our mission is to empower users to express themselves and connect with others through our platform.

Job Description

We are seeking an experienced Principal Multimodal Algorithm Developer to join our Content Understanding and Generation team in e-commerce algorithms. The successful candidate will spearhead the development of multi-modality models on visual understanding and visual generation, enhancing clients' shopping experience by developing AI-generated content algorithms in the field of e-commerce.

Responsibilities:
  • Explore cutting-edge technologies such as computer vision, AIGC (Artificial Intelligence Generated Content), 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 such as product creativity generation, generation and optimization of product materials, virtual try-on, e-commerce video generation and editing.
  • Optimize and iterate CV (Computer Vision)/multimodal/AIGC-related models, including image/video understanding, image/video generation/editing, and other advanced technologies.
Qualifications

Minimum Qualifications:

  • 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, such as text-to-image/video/3D generation and editing, and other related multimodal experiences.

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 Working at TikTok

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. We celebrate diversity and strive to create an environment that reflects the many communities we reach.