Senior Computer Vision Engineer

You will write computer-vision code and build machine-learning models. You will scale ML pipelines, work with segmentation, RGBD datasets, and point clouds, and optimize low-latency inference. You will gather, augment, label, and curate data; train, deploy, troubleshoot, and improve production models.

Responsibilities

• Write computer vision code
• Build machine learning models for computer vision
• Update and scale ML pipelines
• Implement semantic and instance segmentation models
• Build highly performant models and serving architectures
• Gather, augment, label, and curate datasets
• Study model performance and optimize model quality
• Train, deploy, and troubleshoot models in the field

Requirements

• BS or 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
• 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 such as NVIDIA Triton, TorchServe, TensorFlow Serving, and Flask
• Strong knowledge of machine learning and academic papers
• Experience with cloud infrastructure such as AWS, GCP, or Azure for training and serving pipelines
• Ability to solve problems across interconnected systems, pipelines, and applications
• Experience with Git and modern CI pipelines