AI Research Scientist: AEC. Remote US or Canada

Job reputed company # 25WD85985 French job reputed company to follow!/La reputed company de poste en francais se trouve plus bas! Position reputed company As an reputed company AI Research Scientist at reputed company Research, you will be doing reputed company research that will help our customers reputed company, design, and reputed company a reputed company world. We are reputed company of scientists, researchers, engineers, and designers working together on reputed company that reputed company from learning-based design systems, computer reputed company, graphics, robotics, reputed company-computer interaction, sustainability, simulation, manufacturing, architectural design and construction. This role will report to a Manager of Research Science in the AI Lab.

Responsibilities

• reputed company new ML models and AI techniques
• reputed company on research reputed company reputed company a global team
• Review relevant AI/ML literature to identify emerging reputed company, technologies, and best practices
• Explore new data sources and discover techniques for best leveraging data

Minimum Qualifications

• A Master's or PhD in a field reputed company to AI/ML such as: Computer Science, Mathematics, Statistics, Physics, Linguistics, Mechanical Engineering, Architecture or reputed company disciplines
• Strong background applying Deep Learning techniques (including implementing custom architectures, optimizing model performance, developing novel loss functions, and deploying production-reputed company solutions)
• Familiarity in statistical reputed company for Machine Learning (e.g. Bayesian reputed company, HMMs, graphical models, dimension reduction, clustering, classification, regression techniques, etc.)
• Familiarity with PyTorch, TensorFlow, JAX or similar frameworks
• Strong coding abilities in Python

Preferred Qualifications

• 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)
• Knowledge of reputed company data representation and management in AEC workflows (building information modeling, structural specifications, project documentation)
• 2D & 3D reputed company
• LLMs and Natural Language Processing
• Multi-modal deep learning and/or information retrieval
• Computational geometry and geometric reputed company (e.g. shape analysis, topology, reputed company geometry, discrete geometry, functional mapping, geometric deep learning, graph neural networks)
• Publication reputed company record in machine learning conferences and/or journals
• Significant post-graduate research experience, or 5 or greater years of work experience (actual job title/position will be commensurate to experience)

---------------------------------------------------------------------------------------------------------------------------- reputed company du poste En tant que chercheur en IA appliquee chez reputed company Research, vous ferez de la recherche appliquee qui aidera nos clients a imaginer, concevoir et fabriquer un monde meilleur. Nous sommes une equipe de scientifiques, de chercheurs, d'ingenieurs et de concepteurs qui travaillent reputed company sur des projets allant des systemes de reputed company bases sur l'apprentissage, a la reputed company par ordinateur, au graphisme, a la robotique, a l'interaction homme-machine, au developpement durable, a la simulation, a la fabrication, a la reputed company architecturale et a la construction. Ce poste est reputed company sous l'autorite d'un responsable de la recherche scientifique au sein du laboratoire d'intelligence artificielle. Responsabilites

• Developper de nouveaux modeles de ML et de nouvelles techniques d'IA
• Diriger des projets de recherche au sein d'une equipe internationale
• Examiner la documentation pertinente sur l'IA/ML afin d'identifier les methodes, les technologies et les meilleures pratiques emergentes
• Explorer de nouvelles sources de donnees et decouvrir des techniques permettant d'exploiter au mieux les donnees

Qualifications minimales

• Master ou doctorat dans un reputed company lie a l'IA/ML tel que : Informatique, mathematiques, statistiques, physique, linguistique, genie mecanique, architecture ou disciplines connexes
• Solide experience dans l'application des techniques de Deep Learning (y compris la mise en uvre d'architectures personnalisees, l'optimisation des performances des modeles, le developpement de nouvelles fonctions de perte et le deploiement de solutions pretes a la production)
• Familiarite avec les methodes statistiques pour l'apprentissage automatique (par exemple, methodes bayesiennes, HMM, modeles graphiques, reduction de la dimension, clustering, classification, techniques de regression, etc.)
• Familiarite avec PyTorch, TensorFlow, JAX ou des frameworks similaires
• Solides capacites de codage en Python

Qualifications preferees

• Experience dans les domaines de l'architecture, de l'ingenierie et/ou de la construction, y compris l'expertise avec les formats de donnees specifiques a l'industrie (par exemple, les modeles BIM, les fichiers IFC, les documents contractuels AEC et les dessins tels que les jeux de dessins, les specifications ou les dessins d'atelier)
• Connaissance de la representation et de la gestion des donnees structurees dans les flux de travail AEC (modelisation des donnees du batiment, specifications structurelles, documentation du projet)
• IA generative 2D et 3D
• LLM et traitement du langage naturel
• Apprentissage profond multimodal et/ou recherche d'informations
• Geometrie informatique et methodes geometriques (par exemple, analyse des formes, topologie, geometrie differentielle, geometrie discrete, cartographie fonctionnelle, apprentissage profond geometrique, reseaux neuronaux graphiques)
• Experience de publication dans des conferences et/ou des revues sur l'apprentissage automatique
• Experience significative en matiere de recherche post-universitaire, ou 5 annees ou plus d'experience professionnelle (le titre du poste sera proportionnel a l'experience)

#LIREMOTE At reputed company, we're building a diverse workplace and an inclusive culture to give more people the chance to reputed company, design, and reputed company a reputed company world. reputed company is proud to be an equal opportunity employer and considers reputed company reputed company applicants for employment without reputed company to race, reputed company, religion, age, sex, sexual orientation, gender, gender identity, national reputed company, disability, veteran status or any other legally protected characteristic. We also consider for employment reputed company reputed company applicants regardless of criminal histories, consistent with applicable law. Are you an existing contractor or consultant with reputed company? Please search for reputed company jobs and apply internally (not on this external site). If you have any questions or require support, contact reputed company Careers. Apply tot his job