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Intern, Machine Learning

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Autodesk

Nov 6

  • Internship
    Full-time
    Summer Internship
  • Data
    Research & Development
  • London
    Remote
  • Quick Apply

AI generated summary

  • You must be a full-time MSc/PhD student in a relevant field with machine learning skills, Python experience, knowledge of generative models, and interests in design and CAD.
  • You will apply advanced machine learning techniques to projects in design systems, computer vision, robotics, and human-computer interaction, contributing to sustainable solutions in architectural design.

Requirements

  • Full-time MSc or PhD student, with at least one academic term to complete post-internship, in Computer Science, Machine Learning or a related field
  • Broad understanding of machine learning and deep learning concepts
  • Good software development skills, with experience in Python and machine learning/deep learning libraries (e.g. PyTorch, TensorFlow, JAX, etc.)
  • Experience with large generative models (transformers, diffusion models, etc.)
  • Interest in design (e.g. industrial or mechanical design)
  • Experience conducting research and publishing results
  • Experience with distributed training
  • Experience with cloud compute platforms (AWS, GCP, Azure, etc.)
  • Demonstrable programming abilities, e.g. contributions to open-source software or a substantial programming project. If available, please include or make a reference to this code example in your application
  • Experience with CAD

Responsibilities

  • As a Machine Learning Engineer Intern in Autodesk's Research Engineering team, you'll apply and investigate advanced machine learning techniques to help our customers design a better, safer, more sustainable world.
  • The team works on projects that range from learning-based design systems, computer vision, graphics, robotics, human-computer interaction, sustainability, simulation, manufacturing, architectural design and construction.

FAQs

What is the location for this internship?

The internship can be based in London or conducted remotely.

What is the duration of the internship?

The internship is intended for full-time MSc or PhD students with at least one academic term to complete post-internship.

What are the minimum qualifications required for this position?

Candidates must be full-time MSc or PhD students in Computer Science, Machine Learning, or a related field, have a broad understanding of machine learning concepts, good software development skills in Python, and experience with machine learning libraries.

Is experience with large generative models required?

Yes, candidates should have experience with large generative models such as transformers and diffusion models.

What programming languages and libraries should candidates be familiar with?

Candidates should be proficient in Python and have experience with machine learning/deep learning libraries like PyTorch, TensorFlow, or JAX.

Are there any preferred qualifications for this position?

Yes, preferred qualifications include experience conducting research and publishing results, experience with distributed training, cloud compute platforms, and design (e.g., CAD).

Is participation in research activities a part of this internship?

Yes, the role involves applying and investigating advanced machine learning techniques in a research-focused environment.

Will I need to have any specific design-related experience?

An interest in design, particularly in industrial or mechanical design, is encouraged.

How does Autodesk support diversity and belonging in the workplace?

Autodesk is committed to cultivating a culture of belonging and an equitable workplace where everyone can thrive; more information can be found on their Diversity & Belonging page.

How does Autodesk determine salary for this position?

Salary is part of Autodesk's competitive compensation package and is based on the candidate’s experience, educational level, and geographic location.

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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.