Senior Machine Learning Test Developer

AUTODESK TLV

Toronto, Ontario, Canada
Base: $123,000 - $180,400; bonus/equity: annual ca...
Hybrid
7+ years software engineering or qa experience
Strong python programming skills
Experience with test automation frameworks
You will work side-by-side with researchers and developers to define and uphold quality standards for ML systems in the Research Enablement team

Job Summary

  • You will work side-by-side with researchers and developers to define and uphold quality standards for ML systems in the Research Enablement team.
  • The role involves designing model evaluation suites, testing CAD RL model outputs for geometric validity, and automating QA workflows using Python.
  • Autodesk offers a hybrid-first work environment with competitive compensation including base salary, annual bonuses, stock grants, and comprehensive benefits.

Matching Summary

You will work side-by-side with researchers and developers to define and uphold quality standards for ML systems in the Research Enablement team.

Salary

Base: $123,000 - $180,400; Bonus/Equity: Annual cash bonuses and stock grants included; Benefits: Comprehensive benefits package provided

Skills & Requirements

Must-have

  • 7+ years software engineering or QA experience
  • Strong Python programming skills
  • Experience with test automation frameworks
  • Familiarity with CAD environments tooling
  • CI/CD pipeline automation (GitHub Actions/Jenkins)
  • ML model evaluation and metrics design

Nice-to-have

  • Experience with Great Expectations data validation
  • Knowledge of PyTorch or TensorFlow frameworks
  • Familiarity with Airflow or Metaflow orchestration
  • Experience with MLOps practices and drift detection
  • Cloud provider experience (AWS/Azure/GCP)
  • Passion for learning new technologies

Key Requirements

  • Bachelor's degree in Computer Science or Engineering
  • 7+ years professional experience in ML/AI QA
  • Proficiency in Python and test automation
  • Understanding of software architecture and design patterns

Work Rights

Not specified

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