What are the responsibilities and job description for the Computer Vision Scientist position at Arrow Search Partners?
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
$150,000-$215,000
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
- 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
- Entertainment industry experience a plus
- Experience with few-shot or zero-shot learning a plus
$150,000-$215,000
Salary : $150,000 - $215,000
