AI Research Scientist/Engineer Multimodal VLM and MLLM

3 weeks ago


Toronto, Canada Autodesk Full time

OverviewJob Requisition ID: 25WD92007AI Research Scientist/Engineer (Multimodal)Position 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 Research Manager in the AI Lab.Location: UK/EMEA, US or Canada Remote or HybridResponsibilitiesDevelop 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, or related disciplinesStrong background applying Deep Learning techniques (including implementing custom architectures, optimizing model performance, developing novel loss functions, metrics, and benchmarks, 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, PyTorch Lightning, or similar frameworksStrong coding abilities in PythonStrong Software development skills and familiarity with GPUs, MLOps, Git, High-performance large-scale ML systems and platformsExperience with Transformers, LLMs, NLP, Multi-modal Deep Learning, and VLMs/MLLMsPublication track record in machine learning conferences and/or journalsPreferred QualificationsSignificant post-graduate research experience, or five or more years of work experience (actual job title/position will be commensurate with experience)Experience with foundation and open-source models, meta/transfer learning, fine-tuning, distillation, multi-task/continual learning, RL, RLxF, and/or image/audio/video/3D generation/understandingExperience or familiarity with the 3D Graphics/Animation, Manufacturing, Engineering, Architecture, and/or Construction domainAt Autodesk, we are 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. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.Are you an existing contractor or consultant with Autodesk? Please search for open jobs and apply internally (not on this external site). If you have any questions or require support, contact Autodesk Careers. #J-18808-Ljbffr



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