Overview
AI Research Scientist Multimodal at Autodesk. This role involves fundamental and applied research that will help our customers imagine, design, and make a better world. The Autodesk Research team works on learning-based design systems, computer vision, graphics, robotics, human-computer interaction, sustainability, simulation, manufacturing, architectural design and construction. This role reports to a Research Manager in the AI Lab.
Responsibilities
* Develop new ML models and AI techniques
* Lead on research projects within a global team
* Review relevant AI/ML literature to identify emerging methods, 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 related to AI/ML, such as: Computer Science, Mathematics, Statistics, Physics, Linguistics, Mechanical Engineering, or related disciplines
* Strong 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 frameworks
* Strong coding abilities in Python
* Strong software development skills and familiarity with GPUs, MLOps, Git, high-performance large-scale ML systems and platforms
* Experience with Transformers, LLMs, NLP, multi-modal deep learning, and VLMs/MLLMs
* Publication track record in machine learning conferences and/or journals
Preferred Qualifications
* Significant 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/understanding
* Experience or familiarity with the 3D Graphics/Animation, Manufacturing, Engineering, Architecture, and/or Construction domain
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 – it’s 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 you’re 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 Autodesk’s competitive compensation package. Offers are based on the candidate’s 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: Autodesk 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).
Job details
* Seniority level: Mid-Senior level
* Employment type: Full-time
* Job function: Engineering and Information Technology
* Industries: Software Development, Design Services, and IT Services and IT Consulting
Referrals increase your chances of interviewing at Autodesk by 2x
#J-18808-Ljbffr