Autodesk, Inc

Machine Learning Engineer 3D Geometry/ Multi-Modal

Autodesk, Inc$99K — $145K *
Enterprise Technology
Less than 5 years of experience
Job Overview by Ladders

Qualifications

  • BSc or MSc in Computer Science or equivalent industry experience
  • 3+ years of machine learning experience
  • Experience with scaling ML training and data pipelines
  • Familiarity with computational geometry and geometric methods
  • Proficient in version control and deploying ML models
  • Experience with 2D and 3D data modeling and architectures
  • Proficiency in cloud services like AWS or Azure and deep learning frameworks like PyTorch.

Responsibilities

  • Collaborate with global teams on research and product projects
  • Build ML pipelines, prototypes, and reusable code
  • Process and analyze data with feature extraction techniques
  • Identify errors and propose problem-solving solutions
  • Present findings to team members and leadership.

Benefits

  • Comprehensive benefits package
  • Work in a hybrid model from London or Toronto
  • Opportunity to collaborate with world-class researchers
  • Exposure to cutting-edge generative AI technologies
  • Involvement in projects that influence industries like architecture and entertainment.
Full Job Description
Job Requisition ID # 26WD97765 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. This role can be based at either our offices in London, UK or Toronto, Canada. Working in a hybrid working model. Responsibilities - Collaborate on projects at the intersection of research and product with a diverse, global team of researchers and engineers - 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, HuggingFace, 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 (CAD, CAE, CAM, etc.) Salary transparency Salary is one part of Autodesk’s competitive compensation package. For Canada based roles, we expect a starting base salary between $99,000 and $145,200. Offers are based on the candidate’s experience and geographic location, and may exceed this range. In addition to base salaries, our compensation package may include annual cash bonuses, commissions for sales roles, stock grants, and a comprehensive benefits package.

About Autodesk, Inc

Autodesk, Inc. is an American multinational software corporation that makes software products and services for the architecture, engineering, construction, manufacturing, media, education, and entertainment industries. Autodesk is headquartered in San Rafael, California, and features a gallery of its customers' work in its San Francisco building.
Learn more about Autodesk, Inc
Size
12,600 employees
Market Cap
$40.1 billion
Industry
Net Income
$1.2 billion
Founded
1982
5 Year Trend
+16.6%
Revenue
$3.7 billion
NASDAQ

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