Principal Machine Learning Engineer, 3D

Title of the Job: Principal Machine Learning Engineer, 3D

Location: San Francisco, CA

Job Description: Job Requisition ID #24WD82633Position OverviewThe 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. As a Principal Machine Learning Engineer at Autodesk Research, you will work side-by-side with world-class researchers and engineers to build new ML-powered product features to 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 AI Lab team within Autodesk Research. We are a global team, located in London, San Francisco, Toronto, and remotely. For this role we support both in-person, hybrid, and remote work.ResponsibilitiesCollaborate on projects at the intersection of research and product with a diverse, global team of researchers and engineersDevelop new or improve existing ML models used in CAD softwareProcess data and analyze feature extractionsDesign solutions based on error analysisPresent results to collaborators and leadershipReview relevant AI/ML literature to identify emerging methods, technologies, and best practicesMinimum QualificationsBSc or MSc in Computer Science, or equivalent industry experience3+ years of software development experienceProficiency with modern deep learning techniques (e.g. Network architectures, regularization techniques, learning techniques, loss-functions, optimization strategies, etc.) as well as frameworks (e.g. PyTorch, Lightning, Ray etc.)Experience with deploying machine learning models in production settingsExperience with version control, reproducibility, and writing reusable, testable codeExperience with data modeling, architecture, and processing using varied data representations including 2D and 3D geometryExperience with cloud services and architectures (e.g. AWS, Azure)Excellent written documentation skills to document code, architectures, and experimentsPreferred QualificationsExperience scaling ML training and data pipelinesExperience working with distributed systemsKnowledge of the design, manufacturing, AEC, or media & entertainment industriesExperience with Autodesk or similar products (CAD, CAE, CAM, etc.)Learn 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!BenefitsFrom health and financial benefits to time away and everyday wellness, we give Autodeskers the best, so they can do their best work. Learn more about our benefits in the U.S. by visitingSalary transparency Salary is one part of Autodesk’s competitive compensation package. For U.S.-based roles, we expect a starting base salary between $146,900 and $237,600. Offers are based on the candidate’s experience and geographic location, and may exceed this range. In addition to base salaries, we also have a significant emphasis on annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.Equal Employment OpportunityAt 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. We also consider for employment all qualified applicants regardless of criminal histories, consistent with applicable law.Diversity & BelongingWe take pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive. Learn more here:Are you an existing contractor or consultant with Autodesk?Please search for open jobs and apply internally (not on this external site).

Company Name: Autodesk

Salary:

Apply for the job!