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Join or sign in to find your next job Join to apply for the Senior Machine Learning Engineer role at Autodesk 1 day ago Be among the first 25 applicants Position Overview The work we do at Autodesk touches nearly every person on the planet. By creating software tools for making buildings, machines, and even the latest movies, we influence and empower some of the most creative people in the world. Job Requisition ID #25WD93374 As a Senior Machine Learning Engineer at Autodesk Research, you will work sidebyside with worldclass researchers and engineers to build new MLpowered product features that help our customers imagine, design, and make a better world. You are a software engineer who is passionate about solving problems and building things. You are excited to collaborate with AI researchers to implement generative AI features in Autodesk products. You will report to a research manager in the Autodesk Model Delivery team within Autodesk Research. We are a global team located in London, San Francisco, Vancouver, Toronto, Montreal and remote locations. For this role, we support inperson, hybrid, and remote work arrangements within commuting distance to one of our offices. Responsibilities Collaborate on projects at the intersection of research and product with a diverse, global team of researchers and engineers Develop, finetune, and optimize foundation models (LLMs, diffusion models, multimodal models) on largescale datasets for CAD/design applications Develop new or improve existing ML models used in CAD software Process data and analyze feature extractions and model behaviors Design solutions based on error analysis and model performance evaluation Present results to collaborators, stakeholders and leadership across research and engineering teams Review relevant AI/ML literature to identify emerging methods, technologies, and best practices Partner with research teams to transition cuttingedge models into production systems Monitor and improve model performance in production environments Minimum Qualifications BSc or MSc in Computer Science or related fields 3+ years of deep learning model development and deployment in production scenarios Proficiency with modern deep learning techniques and frameworks (e.g. PyTorch, Lightning, Ray) Experience with version control, reproducibility, and writing reusable, testable code Experience with data modelling, architecture, and processing using varied data representations, including 2D and 3D geometry Experience with cloud services and architectures (e.g. AWS, Azure, GCP) Excellent written documentation skills to document code, architectures, and experiments Preferred Qualifications Proficiency with foundation models, including LLMs, diffusion models, and multimodal models (e.g., CLIP, BLIP) with pretraining and posttraining methods Experience with distributed training frameworks and techniques (e.g., DDP, FSDP, DeepSpeed, Megatron) Experience optimizing inference performance and latency for production systemsExperience working across research and engineering teams to productionize cuttingedge research Knowledge of the design, manufacturing, AEC, or media & entertainment industries Experience with Autodesk or similar products (CAD, CAE, CAM, etc.) Contributions to opensource ML projects or published research in toptier venues Learn More About Autodesk Welcome 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 its at the core of everything we do. Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world. When youre an Autodesker, you can do meaningful work that helps build a better world designed and made for all. Ready to shape the world and your future? Join us! Salary transparency Salary is one part of Autodesks competitive compensation package. Offers are based on the candidates experience and geographic location. In addition to base salaries, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package. Diversity & Belonging We take pride in cultivating a culture of belonging where everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging Are you an existing contractor or consultant with Autodesk? Please search for open jobs and apply internally (not on this external site). Seniority level MidSenior level Employment type Fulltime Job function Engineering and Information Technology Software Development, Design Services, and IT Services and IT Consulting Referrals increase your chances of interviewing at Autodesk by 2x Get notified about new Senior Machine Learning Engineer jobs in Vancouver, British Columbia, Canada . #J-18808-Ljbffr