Applied Scientist Intern

Summary

The job involves working as an applied scientist intern on the neural rendering team at Flawless, a cutting-edge AI company in Hollywood. The role is focused on deep learning problems related to multi-modal image synthesis, audio-visual data fusion, 3D computer vision, and generative AI. The ideal candidate has an ongoing MS in Visual Computing, Computer Vision, Machine Learning, or a related field with strong experience in deep learning and computer vision.

Requirements

• Ongoing MS in Visual Computing, Computer Vision, Machine Learning, or related field
• Strong experience with deep learning and computer vision in one or more of the following fields: Neural networks and transfer learning, Un-supervised or self-supervised learning, Few/zero-shot learning for image synthesis, Neural talking head synthesis, Domain adaptation techniques for image face synthesis, 3D vision
• Proficiency with deep learning frameworks such as PyTorch or Tensorflow
• Proficiency in statistical methods and numerical optimization
• Interest in building real-world tools with product level impact

Responsibilities

• Supporting our Film Innovation team and users
• Solving edge cases within our pipeline
• Image quality related tasks
• Neural rendering related tasks

Preferred Qualifications

• On-going PhD (with experience) in Computer Vision, Computer Graphics, 3D Vision, or related field
• Familiar with 3DMM and statistical models
• Familiar with Transformer, CNN, and GAN architectures
• Experience with creating metric and benchmark solutions for 3D facial tracking
• Experience working in collaborative teams comprised of researchers, applied scientists, and platform developers