About The Company

Our client creates groundbreaking AI powered tools allowing any new dialogue to be visually lip synced without the need to reshoot or go back to set. The pioneering system has won multiple awards including TIME Best Inventions. They are looking for an Computer Vision Scientist on the 3D Vision team. The Computer Vision Scientist will work with world-class researchers and scientists to tackle challenging problems in deep learning, including 3D reconstruction and monocular facial tracking.

Responsibilities

Extensive experience with Python, Familiar with linear algebra, and numerical optimization
Experience with cloud platforms such as GCP, Azure, or AWS
Monocular 3D Facial Tracking
Generative models for face reconstruction
Experience with machine learning and deep learning and modern 2D and 3D Vision
Proficiency in applied research tasks; maintaining and versioning production code and datasets
Create metrics and benchmarking
Improve the efficiency of the solution
Conduct proactive and independent applied research beyond expectations
Experience with CV tools e.g. OpenCV, scikit, numpy, etc
Experience with differentiable rendering pipelines, such as PyTorch3D, or Taichi Graphics.
Familiar with 3DMM and statistical models

Requirements

Master’s degree or Ph.D. in computer vision, computer graphics, 3D Vision, or related field
Experience developing tools or solutions at scale for multi-modal or audio-driven visual systems in AR/VR or VFX
Experience with C++ or CUDA
Familiarity with Transformer, CNN, and GAN architectures
Experience with developing machine and deep learning approaches as well as modern 2D and 3D Vision tools
Published work in top-tier CV and Graphics conferences e.g. ICCV, CVPR, Siggraph

Pluses

Entertainment industry experience a plus
Experience with few-shot or zero-shot learning a plus

Salary

$150,000-$215,000

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