AI Research Scientist

<h3>📋 Description</h3> • Develop new ML models and AI techniques • Lead on research projects within a global team • Review relevant AI/ML literature to identify emerging methods, technologies, and best practices • Explore new data sources and discover techniques for best leveraging data • Connaissance de la représentation et de la gestion des données structurées dans les flux de travail AEC (modélisation des données du bâtiment, spécifications structurelles, documentation du projet) • Publication track record in machine learning conferences and/or journals <h3>🎯 Requirements</h3> • A Master's or PhD in a field related to AI/ML such as: Computer Science, Mathematics, Statistics, Physics, Linguistics, Mechanical Engineering, Architecture or related disciplines • Strong background applying Deep Learning techniques (including implementing custom architectures, optimizing model performance, developing novel loss functions, and deploying production-ready solutions) • Familiarity in statistical methods for Machine Learning (e.g. Bayesian methods, HMMs, graphical models, dimension reduction, clustering, classification, regression techniques, etc.) • Familiarity with PyTorch, TensorFlow, JAX or similar frameworks • Strong coding abilities in Python • Experience in the Architecture, Engineering, and/or Construction domains, including expertise with industry-specific data formats (e.g., BIM models, IFC files, AEC Contract Documents and Drawings such as Drawing Sets, Specifications, or Shop Drawings)