Deep Learning Engineer, Matroid

• Bachelors in Computer Science (AI/ML specialization), Electrical Engineering, Statistics, Mathematics (Probability), or another technical field
• Experience training and deploying state-of-the-art CV models using popular machine learning frameworks, such as TensorFlow or PyTorch
• Knowledge of leading model architectures and techniques across a broad range of domains, including image classification, object detection, image segmentation, anomaly detection, and object tracking
• Strong software engineering skills
• Solid oral, written, presentation, collaboration, and interpersonal communication skills
• Willingness and eligibility for security clearance up to TS/SCI

Desirable

• We’re looking for a Deep Learning Engineer to operate at the forefront of CV deployment in industry - building best-in-class CV systems that leverage deep learning techniques to solve a broad range of challenging use cases, such as quality inspection, assembly verification, process optimization, safety, and compliance
• Train state-of-the-art CV models across a broad range of domains, such as object detection, anomaly detection, panoptic segmentation, action recognition, and tracking
• Deploy end-to-end CV systems across a range of environments (cloud, edge, hybrid)
• Integrate Matroid into inspection workflows and third-party systems, such as manufacturing execution systems, safety alert systems and video management systems
• Perform quantitative and qualitative evaluation of the CV system and iterate on it to meet performance requirements
• You’ll be part of a world-class, multidisciplinary engineering team, where each member identifies and prioritizes valuable and interesting new features to work on
• Act as the technical expert, advising on all matters from technical scoping of engagements to model training to deployment
• You will be a computer vision guru - intelligently and efficiently translating business problems into performant CV solutions
• You will be a product expert - selecting the best features to solve the task at hand
• You will operate in a collaborative but highly autonomous environment that isn’t bogged down by unnecessary meetings or project management
• You will know that almost everything you build affects real-world users, and you will appropriately set the quality standards for your work
• You will be working collaboratively alongside other engineers to develop new features for the platform
• You will learn a lot along the way, diving into new technologies and the world of CV both on your own and during frequent company tech talks