Machine Learning Developer 3D Geometry/ Multi-Modal

1 Month ago • 3 Years +

About the job

SummaryBy Outscal

About the job:
Autodesk seeks a Machine Learning Engineer with 3+ years of experience in scaling ML pipelines, computational geometry, and deep learning frameworks. Expertise in cloud services and data modeling is required to develop generative AI features for Autodesk products.
Must have:
  • Machine Learning
  • Computational Geometry
  • Deep Learning
  • Cloud Services
Good to have:
  • Distributed Systems
  • AEC Industry
  • Autodesk Products
  • PyTorch/Lightning
Perks:
  • Competitive Compensation
  • Comprehensive Benefits

Job Requisition ID #

24WD82447

Machine Learning Developer 3D Geometry/ Multi-Modal

Locations: Toronto Canada

Position Overview

The work we do at Autodesk touches nearly every person on the planet. By creating software tools for making buildings, machines, and even the latest movies, we influence and empower some of the most creative people in the world. As a Machine Learning Engineer at Autodesk Research, you will work side-by-side with world-class researchers and engineers to build new ML-powered product features to help our customers imagine, design, and make a better world. You are a software engineer who is passionate about solving problems and building things. You are excited to collaborate with AI researchers to implement generative AI features in Autodesk products.

You will report to a research manager in the Research Engineering organization of Autodesk Research.

Responsibilities

  • Collaborate on projects at the intersection of research and product with a diverse, global team of researchers and developer 

  • Support research through the construction of ML pipelines, prototypes, and reusable, testable code

  • Process data and analyze feature extractions

  • Analyze errors and provide solutions to problems

  • Present results to collaborators and leadership

Minimum Qualifications

  • BSc or MSc in Computer Science, or equivalent industry experience

  • 3+ years of machine learning experience

  • Experience scaling machine learning training and data pipelines

  • Experience with computational geometry and geometric methods including mesh or B-Rep models

  • Experience with version control, reproducibility, and deploying machine learning models

  • Experience with data modeling, architecture, and processing using varied data representations including 2D and 3D geometry

  • Experience with cloud services and architectures (e.g. AWS, Azure)

  • Proficiency with modern deep learning libraries and frameworks (PyTorch, Lightning, Ray)

  • Excellent written documentation skills to document code, architectures, and experiments

Preferred Qualifications

  • Experience working with distributed systems

  • Knowledge of the design, manufacturing, AEC, or media & entertainment industries

  • Experience with Autodesk or similar products

Learn More

About Autodesk
Welcome 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 transparency

Salary 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 & Belonging
We 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

Are you an existing contractor or consultant with Autodesk?

Please search for open jobs and apply internally (not on this external site).

View Full Job Description

About The Company

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.

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