You will apply software, computer vision, and machine learning techniques to solve challenges in Mixed and Virtual Reality.
Responsibilities
- Apply computer vision and machine learning techniques to solve depth estimation, semantic segmentation, and other vision tasks.
- Curate and manage diverse datasets, including real, synthetic, labeled, and unlabeled data.
- Develop effective training strategies to boost model performance.
- Build robust, well-optimized production models using Python and PyTorch.
- Conduct design and code reviews.
Required Skills
- 2+ years of industry experience in computer vision and deep learning, specifically in segmentation, video understanding, or semi-supervised learning.
- Experience developing machine learning algorithms or infrastructure in Python and PyTorch.
- Proficiency in Python, PyTorch, Pattern Recognition, and Computer Vision.
- Bachelor's degree in Computer Science, Computer Engineering, or a relevant technical field.
- MS degree in Computer Science, Computer Vision, Machine Learning, or a related technical field.
Preferred Skills
- Experience with 3D computer vision or computer graphics.
- Familiarity with client model optimization.
- Experience developing production software with thoughtful code reviews and testing.