Machine Learning Engineer 3D Geometry & Multimodal AI  Toronto, Canada at Autodesk | Toronto | Rezi

Machine Learning Engineer 3D Geometry & Multimodal AI  Toronto, Canada at Autodesk

Machine Learning Engineer 3D Geometry & Multimodal AI  Toronto, Canada

Autodesk · Toronto

3 weeks ago

Machine Learning Engineer 3D Geometry & Multimodal AI  Toronto, Canada

Autodesk · Toronto

a month ago
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About the Role

We are seeking a Senior Machine Learning Engineer to design, develop, and deploy machine learning solutions for next-generation AI-powered capabilities within Autodesk products. You will work closely with researchers and engineers to develop innovative AI solutions involving 3D geometry, multimodal AI, and generative AI, helping transform research into production-ready product capabilities. You enjoy solving complex technical problems, exploring new ideas, and collaborating across teams to deliver scalable, high-quality machine learning solutions.

Responsibilities

  • Design, develop, and optimize machine learning models for AI-powered product features involving 3D geometry, multimodal AI, and generative AI
  • Build and maintain scalable data pipelines and machine learning workflows for data preparation, model training, evaluation, and inference
  • Work with complex datasets and representations for model training, evaluation, and analysis
  • Design and implement evaluation methodologies, benchmarks, and experiments to measure model performance, robustness, and quality
  • Collaborate with researchers and engineers to transform experimental ideas into scalable, production-ready product capabilities
  • Build and maintain MLOps workflows supporting model versioning, deployment, monitoring, and continuous improvement
  • Analyze model performance, identify failure modes, and implement improvements to enhance model accuracy, reliability, and efficiency
  • Document and present technical designs, experimental results, and findings to collaborators and leadership

Requirements

  • Bachelor’s or Master’s degree in Computer Science, Machine Learning, Engineering, or equivalent industry experience
  • 5+ years of professional experience developing machine learning solutions
  • Experience working across the machine learning lifecycle, including research, data pipelines, model training, evaluation, MLOps, and production deployment
  • Experience working in research or experimental environments with evolving requirements
  • Proficiency with modern deep learning frameworks (e.g., PyTorch, Hugging Face)
  • Experience with computational geometry and 3D data (e.g., meshes, B-Rep models)
  • Experience working with complex data representations, including 2D and 3D geometry
  • Experience with version control, reproducibility, and deploying machine learning models
  • Hands-on experience using modern AI/GenAI tools to improve software development, experimentation, or machine learning workflows
  • Excellent written and verbal communication skills

Skills

  • Machine Learning
  • 3D geometry
  • Multimodal AI
  • Generative AI
  • Data pipelines
  • Model training
  • Evaluation
  • MLOps
  • Production deployment
  • PyTorch
  • Hugging Face
  • Computational geometry
  • 3D data
  • Version control
  • Reproducibility
  • AI/GenAI tools

Experience Level

  • Senior

Education Level

  • Bachelor’s degree in Computer Science, Machine Learning, Engineering, or equivalent industry experience
  • Master’s degree in Computer Science, Machine Learning, Engineering, or equivalent industry experience

Salary/Compensations

  • $123,000 - $180,400

Benefits

  • Annual cash bonuses
  • Commissions for sales roles
  • Stock grants
  • Comprehensive benefits package

About the Company

  • 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 – it’s at the core of everything we do.
  • Our culture guides the way we work and treat each other, informs how we connect with customers and partners, and defines how we show up in the world.
  • When you’re an Autodesker, you can do meaningful work that helps build a better world designed and made for all.
  • Ready to shape the world and your future? Join us!

Equal Opportunity

  • We take pride in cultivating a culture of belonging where everyone can thrive.