In this role, you will work on writing Computer Vision code and building Machine Learning models for computer vision. You will leverage your expertise in Computer Vision and developing ML models to understand our current systems and their limitations and bring improvements.
Requirements
- BS/MS in Computer Science, Machine Learning or a related discipline, or equivalent experience
- 5 or more years of related work experience
- Experience with OpenCV and Open3D
- Prior experience building, training and deploying production ML models from scratch using PyTorch and Tensorflow
- Strong knowledge of Modern C++ and Python
- Experience using profilers and debuggers to optimize code
- Experience building and maintaining production code
- Experience with serving architectures like NVIDIA Triton, TorchServe and Tensorflow Serving, Flask and others
- Strong academic background and knowledge of ML and academic papers
- Experience with cloud infrastructure such as AWS, GCP, Azure etc. and experience using this infrastructure to create training and serving pipelines
- Ability to trace and solve problems across interconnected systems, pipelines and applications
- Experience with Git and modern CI pipelines
- Experience with Docker and Kubernetes
- Previous startup experience
Benefits
- Comprehensive benefits
- Equity