Machine Learning Engineer

Join our team as a Senior Machine Learning Engineer, where you will design, build, and scale cutting-edge deep learning models for document understanding and layout analysis. You will work in every facet of the Machine Learning lifecycle, from creating and optimizing production data pipelines to software systems for training, inference, labeling, and evaluation. This role offers a competitive benefits package, including 100% coverage of platinum medical, dental, vision, and life insurance plans, a 401k, and a flexible vacation policy.

• Concevoir, construire et mettre à l'échelle des systèmes d'apprentissage automatique, y compris des modèles d'apprentissage profond.
• Contribuer au développement et à l'affinement des modèles existants en collaboration avec l'équipe d'ingénierie et les utilisateurs finaux.
• Travailler sur tous les aspects du cycle de vie de l'apprentissage automatique, y compris la création et l'optimisation des pipelines de données de production.
• Proficiency in Python, OpenCV, SQL, and one or more deep learning frameworks (PyTorch, Tensorflow, etc.)
• 5+ years of experience in Computer Vision and/or Machine Learning, including ownership of projects throughout the entire ML Lifecycle
• Bachelors in Computer Science, Electrical Engineering, Mechanical Engineering (or similar discipline), or an equivalent amount of deep learning experience
• A Master’s Degree in Computer Science with focus in Artificial Intelligence or Machine Learning
• Demonstrated experience with detection/segmentation models and achieving high performance results - including exploratory analysis, model selection, and hyperparameter tuning
• Previously worked in aerospace, defense, or manufacturing, and have experience working 3D/CAD/CAM data for manufacturing applications
• Strong software engineering skills and prior web development experience using Javascript/TypeScript or Python, and familiarity with FastAPI or Express frameworks
• Prior experience with visual document understanding and layout analysis
• Prior experience with distributed training using cloud infrastructure
• Prior experience with multi-modal deep learning models
• You have a passion for manufacturing and believe that the industry needs better software
• Published research or achieved SOA results on an ML application
• Prior experience working in a startup environment
• To conform to U.S. Government space technology export regulations, including the International Traffic in Arms Regulations (ITAR) you must be a U.S. citizen, lawful permanent resident of the U.S., protected individual as defined by 8 U.S.C. 1324b(a)(3), or eligible to obtain the required authorizations from the U.S. Department of State