Senior Applied Scientist

Job Requisition ID #24WD78042Team at AutodeskWith Autodesk software, you have the power to Make Anything. Autodesk is revolutionizing industries like architecture, engineering, construction, manufacturing, and media. This shift is an opportunity for all - professionals, students, and hobbyists alike. We continually strive for diversity in our workforce, customers, partners, and communities, aiming to broaden opportunities for everyone to envision, design, and improve the world.Position OverviewAutodesk, a worldwide leader in 3D design, engineering, and entertainment software, enables people to envision, design, and create a better world. With our vast experience and diverse software portfolio, Autodesk enhances design processes and empowers customers to solve their design, business, and environmental issues.Join Autodesk's Applied ML team as a remote/hybrid Senior Applied Scientist. We're seeking a machine learning expert with a proven track record of developing high-quality ML models and conducting statistical analysis. If you excel in applying the latest technologies to solve complex problems and have experience with analytics related to data products, we'd love to hear from you.Have a sneak peek into the innovative projects we are working on:https://aws.amazon.com/solutions/case-studies/autodesk-expanding-insights-case-study/https://www.autodesk.com/autodesk-university/class/My-Insights-AutoCAD-Overview-and-What-It-Means-Way-You-Work-2021#videohttps://blogs.autodesk.com/autocad/my-insights/https://www.youtube.com/watch?v=hJyaMSHdRU4ResponsibilitiesYou will focus on understanding customer usage and promoting Autodesk products, influencing development and strategyYou will design machine learning pipelines to enhance decision-making and collaborate with cross-functional leaders for data-driven decisionsYou will report to the Applied ML Manager, mentor junior team members, and help deliver key ML featuresMinimum QualificationsMS/PhD in a quantitative field: Mathematics, Physical Sciences, Statistics/Analytics, Computer Science, or other relevant fields4+ years of industry experience and a passion for designing, analyzing, and deploying machine learning-based solutionsExperience working with relational SQL and/or NoSQL databasesExperience working with big data platforms (Hadoop, Spark, Hive)Fluency with one or more programming languages: Python, Java, Scala, etc.Experience with data science toolkits like: pandas, Jupyter, scikit, TensorFlow, etc.Familiarity with Machine Learning techniques, e.g., classification, clustering, regularization, optimization, dimension reduction, etc.Experienced in writing high quality, well-documented, scalable code, with a preference for Python proficiencyCan clearly convey complex or technical concepts to a non-technical audience and presenting data effectivelyFamiliarity with cloud computing (AWS)Experience with Large Language Models (RAG, Generative AI) and NLPExperience with recommender systemsPreferred QualificationsYou possess the initiative to take on big ideas, transforming them into insights through data miningYou're familiar with MLOps and can optimize ML workflowsYou've led research that resulted in publicationsLearn 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).