Intern, Generative Modeling, Robotics

Company: Autodesk
Company: Autodesk
Location: San Francisco, CA, USA
Commitment: Full time
Posted on: 2023-12-20 06:10
Job Requisition ID #23WD74141Position OverviewAs a Generative Modeling Intern, you will be in the Autodesk robotics research lab at Pier 9 in San Francisco, CA. You'll work with other interns and researchers on advancing the state-of-the-art in adaptive robotic assembly of challenging multi-step, multi-arm manufacturing tasks. The goal will be to develop a generative model to handle noisy signal data from multiple RGBD depth sensors to infer robotic manipulation actions for various assembly insertion tasks involving articulated parts.ResponsibilitiesDevelop a data generation pipeline for training robotic manipulation/assembly of articulated parts.Develop a model to infer from simulated RGDB observations robot actions to pick, regrasp, and cooperate with multiple grippers to complete challenging assembly tasks.Develop sim-to-real strategies to deploy the model on an actual robotic assembly workcell.Minimum QualificationsPhD candidate focused on AI, ML, and robotics.Experience researching robotic manipulation tasks involving shiny metallic or semi-transparent or articulated parts.About the US Intern ProgramThe 2024 U.S. program runs for 12 weeks (May 20 – August 9 or June 17 – September 6). All internships are paid. As an intern, you will contribute to meaningful projects, be mentored by industry leaders, and participate in tech talks and other activities designed to support your personal and professional development. Our internships align with Autodesk's Flexible Workplace approach, which is designed to meet the needs of our business while supporting office, remote and hybrid work preferences.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!Salary TransparencySalary is one part of Autodesk’s competitive compensation package. Offers are based on the candidate’s experience, educational level, and geographic location, and can exceed this range.For U.S.-based roles, we expect a starting annualized intern base salary to be between:$47,840 and $95,680 (undergraduate students)$72,800 and $118,500 (Masters/MBA students)$118,560 and $162,240 (PhD students)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 everyone can thrive. Learn more here: https://www.autodesk.com/company/diversity-and-belonging
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