Senior Machine Learning Engineer for 3D Applications

4 weeks ago

London, Ontario, Canada Autodesk, Inc. Full time

Position Title: Senior Machine Learning Engineer for 3D Applications

Company: Autodesk, Inc.

Location: Remote options available

Overview:

At Autodesk, we create innovative software solutions that empower individuals to design and construct the world around them. As a Senior Machine Learning Engineer specializing in 3D applications, you will collaborate with a talented team of researchers and engineers to develop cutting-edge machine learning features that enhance our product offerings.

Key Responsibilities:

  • Engage in collaborative projects that bridge the gap between research and product development.
  • Contribute to the design and implementation of machine learning pipelines, prototypes, and maintainable code.
  • Conduct data processing and feature extraction analysis.
  • Identify and troubleshoot errors, providing effective solutions.
  • Communicate findings and progress to team members and management.

Minimum Qualifications:

  • Bachelor's or Master's degree in Computer Science or a related field, or equivalent practical experience.
  • Over 3 years of experience in machine learning.
  • Proven experience in scaling machine learning training and data pipelines.
  • Familiarity with computational geometry and geometric modeling techniques.
  • Experience with version control and deploying machine learning models.
  • Knowledge of data modeling and processing, particularly with 2D and 3D geometries.
  • Experience with cloud computing platforms (e.g., AWS, Azure).
  • Proficiency in modern deep learning frameworks (e.g., PyTorch, TensorFlow).
  • Strong documentation skills for code, architectures, and experimental results.

Preferred Qualifications:

  • Experience with distributed computing systems.
  • Understanding of the design, manufacturing, architecture, engineering, and construction (AEC) sectors.
  • Familiarity with Autodesk products or similar software.

About Autodesk:

Autodesk is dedicated to fostering a diverse and inclusive workplace. We believe that our varied backgrounds and perspectives contribute to our success and innovation. We are committed to providing equal employment opportunities and consider all qualified applicants without regard to any legally protected characteristics.

Salary Transparency:

Autodesk offers a competitive compensation package, including base salary, bonuses, and comprehensive benefits.

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