AI Research Scientist: AEC. Remote US or Canada

3 weeks ago


Montreal Toronto Calgary Vancouver Edmonton Old Toronto Ottawa Mississauga Quebec Winnipeg Halifax Saskatoon Burnaby Hamilton Victoria Surrey Halton Hills London Regina Markham Brampton Vaughan Kelowna Laval Southwestern Ontario R, Canada Autodesk Full time

AI Research Scientist: AEC. Remote US or CanadaAs an Applied AI Research Scientist at Autodesk Research, you will be doing 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)2D & 3D Generative AILLMs and Natural Language ProcessingMulti-modal deep learning and/or information retrievalComputational geometry and geometric methods (e.g. shape analysis, topology, differential geometry, discrete geometry, functional mapping, geometric deep learning, graph neural networks)Publication track record in machine learning conferences and/or journalsSignificant post-graduate research experience, or 5 or greater years of work experienceAt Autodesk, we're building a diverse workplace and an inclusive culture to give more people the chance to imagine, design, and make a better world. Autodesk is proud to be an equal opportunity employer and considers all qualified applicants for employment without regard to race, color, religion, age, sex, sexual orientation, gender, gender identity, national origin, disability, veteran status or any other legally protected characteristic. #J-18808-Ljbffr



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    AI Research Scientist: AEC. Remote US or CanadaFrench job description to follow!/La description de poste en français se trouve plus bas!Position OverviewAs an Applied AI Research Scientist at Autodesk Research, you will be doing applied research that will help our customers imagine, design, and make a better world.Job Requisition ID #25WD85985French job...


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  • Toronto, Canada Autodesk Full time

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  • Calgary, Canada Autodesk Full time

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    **Job Requisition ID #**25WD85985*French job description to follow!/La description de poste en français se trouve plus bas!***Position Overview**As an Applied AI Research Scientist at Autodesk Research, you will be doing applied research that will help our customers imagine, design, and make a better world.We are a team of scientists, researchers,...


  • Calgary, Canada Autodesk Full time

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  • AI Research Scientist

    3 weeks ago


    Calgary, Toronto, Montreal, Vancouver, Edmonton, Old Toronto, Ottawa, Mississauga, Quebec, Winnipeg, Halifax, Saskatoon, Burnaby, Hamilton, Victoria, Surrey, Halton Hills, London, Regina, Markham, Brampton, Vaughan, Kelowna, Laval, Southwestern Ontario, R, Canada Autodesk Full time

    Job Requisition ID #25WD85985French job description to follow!/La description de poste en français se trouve plus bas!Position OverviewAs an Applied AI Research Scientist at Autodesk Research, you will be doing applied research that will help our customers imagine, design, and make a better world.We are a team of scientists, researchers, engineers, and...