Machine Learning Engineer (Pipeline Developer)

Job Requisition ID #24WD75344Position OverviewAutodesk makes software for people who make things. If you've ever driven a high-performance car, admired a towering skyscraper, used a smartphone, or watched great science fiction films, chances are you've experienced what millions of Autodesk customers are doing with our software. Autodesk's Emerging Media and Entertainment Technology team is hiring a Machine Learning Engineer to work on innovative projects that help our customers imagine, design, and make a better world. Reporting to our Director of Research, you will help us with implementing and improving ML models while applying best practices for AI Research. You'll apply ML methodologies and tools to a wide array of data and use cases and help shape the future of media and entertainment technology.ResponsibilitiesSupport research through building experimental pipelines and prototypesHandle data processing and preparation at scaleAnalyze model errors and design strategies for mitigationImplement and enhance new ML models and AI techniquesWork collaboratively on research projects within a globally-based teamConduct model training and hyperparameter tuningCollaborate with our Advanced Engineering team to implement AI solutionsMinimum QualificationsBSc. in a related AI/ML discipline, such as Computer Science, Mathematics, Statistics, Physics (or similar)3+ years working as a pipeline developer for VFX or Games production (applying machine learning techniques)Understanding of fundamental CS algorithms and their scaling behaviorsSkilled with data modelling, data architecture and network architectures, process automation, batch processing, artefact check-pointing, resilience managementCoding skills in Python and/or C++Experience with TensorFlow, PyTorch (or other standard deep learning frameworks)Documentation skills for code and software architectureSelf-starter with an ability to find solutions and execute on problems independentlyComfort with ambiguity and the ability to learn and adapt in newly forming areasDemonstrated skills in presenting information visuallyPreferred QualificationsWe appreciate experience in one or more of the following:Computational geometry and geometric methodsBackground in statistical methods for Machine LearningDeep Learning techniques (Network architectures, regularization techniques, learning techniques, loss-functions, optimization strategies)Diffusion modelsMulti-modal deep learning or information retrievalAdvanced university degree in a related AI/ML field (PhD or MSc.)#LI-CD2#LI-HybridLearn 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!Salary transparencySalary 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, we also have a significant emphasis on discretionary annual cash bonuses, commissions for sales roles, stock or long-term incentive cash grants, and a comprehensive benefits package.Diversity & BelongingWe take pride in cultivating a culture of belonging and an equitable workplace where everyone can 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).