Principal Machine Learning Researcher

Job Requisition ID #23WD71359Position Overview The Fusion 360 Machine Learning team is looking for, curious, and versatile machine learning researcher who. We are a small, agile applied research team passionate about the impact of artificial intelligence on the product design and manufacturing industry. Come work with us. This role can be remote or hybrid within commutable distance at one of our engineering centers. Responsibilities You will conduct applied research- identifying creative ways to apply SOTA methods and frameworks to the design and manufacturing contextPlan research projects to de-risk important unknowns, document findings and recommend to leadership whether an idea is possibleYou will collaborate with product management, UX, and engineering teams for all stages of a project; ideation, applied research, prototyping, production-ready modelsCollaborate with Data Engineers, ML Engineers and ML Ops to develop, train and test new algorithms and modelsWork with a wide variety of data (design industry data such as 3D geometry, 2D drawings, simulation output, and design workflow data; and software data such as product usage, logs, and user profile data) Minimum Qualifications A degree in a related field (Data Science, Computer Science, Statistics or a quantitative-related field) or equivalent professional experienceProficient in Python5+ years of experience working in every stage of model development – experimentation, training, testing, deployment to production environments and monitoringFamiliarity with at least one of the following: large foundation model, multi-modal model, generative model, or 3D deep learning methods5+ years of experience designing and operating systems using cloud data processing, training, deployment platforms (ex: AWS, Azure, GCP)Knowledge of standard deep learning frameworks such as PyTorchComfortable working in newly forming ambiguous areas where learning and adaptability are key skillsExcellent at communicating your findings to all kinds of audiences via oral presentations and visual documentationAnd ability to work effectually as a member of team with us Preferred Qualifications Publications in machine learning or related conferences or journalsExperience developing APIs, microservices and serverless architecturesExperience large-scale data processing and parallel computing – GPU, multi-GPU and distributed trainingKnowledge of the design and manufacturing industryExperience with CAD modelingLearn 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 Autodeskersthe best, so they can do their best work. Learn more about our benefits in the U.S. by visitinghttps://benefits.autodesk.com/Salary transparencySalary is one part of Autodesk’s competitive compensation package. For U.S.-based roles, we expect a starting base salary between $138,700 and $224,400. 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 Opportunity At 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 everyonecan thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belongingAre you an existing contractor or consultant with Autodesk? Please search for open jobs and apply internally (not on this external site).