2 days ago
Toronto, Canada or Montréal, CanadaSenior
Responsibilities
- Implement and optimize MLOps practices for Autodesk’s AI/ML platform.
- Design and maintain automated deployment pipelines for machine learning models from development through production.
- Build scalable infrastructure for model training, inference, and data processing.
- Develop monitoring and logging systems for model performance, system health, and platform efficiency.
- Support data pipelines, model version control, governance, privacy, security, and compliance practices.
- Automate and optimize the MLOps lifecycle and contribute to incident response and system recovery.
Requirements
- Bachelor’s or master’s degree in computer science or a related field.
- 5+ years of hands-on DevOps and MLOps experience focused on deploying and managing production machine learning models.
- Proficiency with Infrastructure as Code tools such as Terraform or Ansible and containerization technologies including Docker and Kubernetes.
- Experience managing CI/CD pipelines for machine learning projects.
- Strong scripting skills in Python, Bash, or similar languages.
- Experience with monitoring and logging tools such as Prometheus, Grafana, and ELK Stack.
- Understanding of MLOps security practices, data encryption, access controls, and compliance standards.
- Preferred qualifications include AWS or Azure experience, databases and data storage knowledge, TensorFlow or PyTorch experience, and familiarity with Git and Jira.
- Ability to troubleshoot complex operational issues and collaborate effectively with data developers, software developers, and researchers.
Benefits
- For Canada-based roles, the stated starting base salary is CAD $123,000–$180,400, with offers varying by experience and geographic location.
- Additional compensation may include annual cash bonuses, stock grants, and a comprehensive benefits package.
- The role may require in-person onboarding and/or in-person identity verification.
Tech Stack
Categories
About Autodesk
Autodesk builds design and engineering software used in architecture, construction, manufacturing, and media and entertainment. Its subscription-based portfolio includes AutoCAD, Revit, Fusion 360, Maya, and 3ds Max, along with cloud collaboration and simulation services. Founded in 1982 and headquartered in San Francisco, the public company trades on NASDAQ as ADSK and serves customers ranging from AEC firms to product designers and film and game studios.