AI Research Scientist (AEC)

Job Requisition ID #25WD85591Position OverviewAs an AI Research Scientist at Autodesk Research, you will be doing fundamental and applied research that will help our customers imagine, design, and make a better world.We are a team of scientists, researchers, engineers, and designers working together on projects that range from learning-based design systems, computer vision, graphics, robotics, human-computer interaction, sustainability, simulation, manufacturing, architectural design and construction.This role will report to a Manager of Research Science in the AI Lab.ResponsibilitiesDevelop new ML models and AI techniquesLead on research projects within a global teamReview relevant AI/ML literature to identify emerging methods, technologies, and best practicesExplore new data sources and discover techniques for best leveraging dataMinimum QualificationsA Master's or PhD in a field related to AI/ML such as: Computer Science, Mathematics, Statistics, Physics, Linguistics, Mechanical Engineering, Architecture or related disciplinesStrong 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 frameworksStrong coding abilities in PythonPreferred QualificationsExperience 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 structured data representation and management in AEC workflows (building information modeling, structural specifications, project documentation)LLMs and Natural Language ProcessingMulti-modal deep learning and/or information retrievalPublication track record in machine learning conferences and/or journalsSignificant post-graduate research experience, or 5 or greater years of work experience (actual job title/position will be commensurate to experience)#LI-JK3Learn MoreAbout AutodeskWelcome to Autodesk! Amazing things are created every day with our software – from the greenest buildings and cleanest cars to the smartest factories and biggest hit movies. We help innovators turn their ideas into reality, transforming not only how things are made, but what can be made.We take great pride in our culture here at Autodesk – our Culture Code is at the core of everything we do. Our values and ways of working help our people thrive and realize their potential, which leads to even better outcomes for our customers.When you’re an Autodesker, you can be your whole, authentic self and do meaningful work that helps build a better future for all. Ready to shape the world and your future? Join us!Salary transparencySalary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience and geographic location. In addition to base salaries, we also have a significant emphasis on discretionary annual cash bonuses, commissions for sales roles, stock or long-term incentive cash grants, and a comprehensive benefits package.Diversity & BelongingWe take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belongingAre you an existing contractor or consultant with Autodesk? Please search for open jobs and apply internally (not on this external site).