Principal Machine Learning Engineer, Evaluation

Autodesk

Toronto, Canada
Base: $153,000 - $224,400; bonus/equity: annual ca...
On-site
Design evaluation datasets, metrics, and protocols
Build repeatable evaluation tooling and automation
Validate end-to-end ml powered product experiences
As a Principal Machine Learning Engineer focused on evaluating ML models for CAD and BIM, you will ensure ML-powered experiences meet high standards for quality, reliability, and customer impact across Autodesk products

Job Summary

  • As a Principal Machine Learning Engineer focused on evaluating ML models for CAD and BIM, you will ensure ML-powered experiences meet high standards for quality, reliability, and customer impact across Autodesk products.
  • You will work hands-on with ML-enabled Autodesk software to design evaluation datasets, metrics, and protocols that reflect real user workflows.
  • You will report to a manager in the Model Delivery team within Autodesk Research.

Matching Summary

As a Principal Machine Learning Engineer focused on evaluating ML models for CAD and BIM, you will ensure ML-powered experiences meet high standards for quality, reliability, and customer impact across Autodesk products.

Salary

Base: $153,000 - $224,400; Bonus/Equity: Annual cash bonuses, stock grants; Benefits: Comprehensive benefits package

Skills & Requirements

Must-have

  • Design evaluation datasets, metrics, and protocols
  • Build repeatable evaluation tooling and automation
  • Validate end-to-end ML powered product experiences
  • Communicate findings and recommendations clearly
  • Python, data pipelines and analysis
  • Cloud based workflows (AWS or Azure)

Nice-to-have

  • Experience with geometry or design data
  • Familiarity with ML frameworks and tooling

Key Requirements

  • BS or MS or equivalent industry experience
  • 4+ years of professional experience in ML model evaluation
  • Strong software engineering skills
  • Strong written communication skills

Work Rights

Not specified

Tailored Resume

Cover Letter