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Intern, AI Research Scientist - 3D Generation

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Autodesk

Oct 19, 2024

  • Internship
    Full-time
    Summer Internship
  • Research & Development
    Software Engineering
  • London
  • Quick Apply

AI generated summary

  • You should be a full-time MS/Ph.D. student in a relevant field with ML/DL knowledge, strong Python skills, 3D graphics understanding, and research experience. CAD experience is a plus.
  • You will manage projects on machine learning research for design, collaborating with various teams to address key challenges within the organization.

Requirements

  • Full-time student pursuing an MS or Ph.D. (preferred) in Computer Science, Computational Design, Graphics, Machine Learning or a discipline in an accredited program with at least one academic term to complete post-internship
  • Broad understanding of machine learning and deep learning
  • Excellent Programming and software development skills, with experience in Python
  • Proficient with ML & DL platforms & libraries (PyTorch, TensorFlow, Keras, scikit-learn, etc.)
  • Experience conducting research and publishing results
  • An excellent communicator and team player
  • Knowledge of 3D computer graphics, computational geometry, and 3D geometry manipulation
  • Deep expertise in an area such as computer vision, 2D/3D geometry representation learning, and/or generative models
  • Interest or experience in design (e.g. industrial or mechanical design)
  • Experience with CAD

Responsibilities

  • Managing your project end-to-end, working on machine learning research applied to design
  • Partner with different teams to solve important problems across the Autodesk organization

FAQs

What is the job title for this internship position?

The job title is Intern, AI Research Scientist - 3D Generation.

Where will the internship take place?

The internship can take place remotely or in-person at one of our offices in London, Birmingham, or Sheffield.

What are the primary responsibilities of this internship?

The primary responsibilities include managing your project end-to-end, working on machine learning research applied to design, and partnering with different teams to solve important problems across the Autodesk organization.

What are the minimum qualifications required for this internship?

The minimum qualifications include being a full-time student pursuing an MS or Ph.D. in a relevant field, having a broad understanding of machine learning and deep learning, excellent programming skills in Python, proficiency with ML & DL platforms and libraries, experience conducting research, being an excellent communicator and team player, and knowledge of 3D computer graphics.

Are there any nice-to-have qualifications for this role?

Yes, nice-to-have qualifications include interest or experience in design (e.g., industrial or mechanical design) and experience with CAD.

What kind of programming skills are necessary for this position?

Excellent programming and software development skills, with experience in Python, are necessary for this position.

Does the internship involve research publication activities?

Yes, experience conducting research and publishing results is one of the minimum qualifications for this internship.

What areas of expertise are particularly valuable for this role?

Deep expertise in areas such as computer vision, 2D/3D geometry representation learning, and/or generative models is particularly valuable for this role.

What type of projects will the intern be working on?

The intern will work on projects that involve applying advanced machine learning techniques to areas such as learning-based design systems, computer vision, graphics, robotics, and human-computer interaction, among others.

How does Autodesk view diversity and belonging?

Autodesk takes pride in cultivating a culture of belonging and an equitable workplace where everyone can thrive.

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Autodesk

How the world gets designed and made. #MakeAnything

Technology
Industry
10,001+
Employees
1982
Founded Year

Mission & Purpose

Autodesk is changing how the world is designed and made. Our technology spans architecture, engineering, construction, product design, manufacturing, media, and entertainment, empowering innovators everywhere to solve challenges big and small. From greener buildings to smarter products to more mesmerizing blockbusters, Autodesk software helps our customers to design and make a better world for all. Over 100 million people use Autodesk software like AutoCAD, Revit, Maya, 3ds Max, Fusion 360, SketchBook, and more to unlock their creativity and solve important design, business and environmental challenges. Our software runs on both personal computers and mobile devices and taps the infinite computing power of the cloud to help teams around the world collaborate, design, simulate and fabricate their ideas in 3D. We provide exceptional compensation/benefit packages and we’d love for you to join us. We’re proud to be an equal opportunity employer and we consider all qualified applicants without regard to race, gender, disability, veteran status or other protected category. To see our culture in action, check out #AutodeskLife. We are headquartered in the San Francisco Bay Area and have more than 10,000 employees worldwide.