Machine Learning Engineer, Large Model

Job Requisition ID #23WD70650Position OverviewAs a Machine Learning Engineer at Autodesk Research, you will be working side-by-side with world-class researchers and engineers doing fundamental and applied research that will 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 our Research Scientists to perform experiments and implement state-of-the-art generative AI algorithms. You are a good communicator, comfortable serving as a translator and straddling the gap between research & development.The location of this role is flexible. We are a global team, located in London, San Francisco, Toronto, and remotely. Autodesk is a flexible hybrid-first company, allowing workers to work remotely, in an office, or a mix of both. ResponsibilitiesScaling techniques for large model trainingUnderstand and prototype ideas from research papersCollaborate on research projects & papers with a diverse, global team of Researchers & EngineersSupport research through building of experimental pipelines, prototypes, and reusable codeImplement scalable machine learning training pipelinesData processing & feature extractionModel training & hyperparameter tuningError analysis & troubleshootingMinimum QualificationsBSc or MSc in Computer Science, or equivalent industry experience1+ years of experience with deep learning and generative modelsExperience with version controlling, reproducibility, and deploying machine learning modelsStrong data modelling and data architecture skillsExperience with cloud services & architectures (AWS, Azure, etc.)Proficiency with modern deep learning libraries and frameworksProficiency in coordinating, provisioning, and maintaining systems and compute infrastructurePreferred QualificationsExperience with sync/async distributed methods for data/model parallelismExperience scaling ML training pipelinesExperience working in large distributed systemsExperience or interest in computational geometry and geometric methodsMulti-modal deep learning and/or information retrievalKnowledge of the design, manufacturing, AEC, or media & entertainment industriesExperience with Autodesk or similar products (CAD, CAE, CAM, etc.)The Ideal CandidateA Software Engineer with experience building and training robust machine learning systemsFamiliar with implementing experimental pipelines and prototyping AI applicationsComfortable building prototypes from scratch and writing maintainable code within existing codebasesA curious, creative problem-solver who is excited to learn & develop new technologiesA fast learner & excellent communicator who can effectively collaborate across global locations#LI-JK1Learn 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 $114,800 and $198,000. 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).