1 day ago
Toronto, Canada or Montréal, CanadaMid Level
Responsibilities
- Implement and optimize MLOps practices for Autodesk’s AI/ML platform.
- Develop and maintain automated deployment pipelines for machine learning models from development through production.
- Design, implement, and maintain scalable infrastructure for model training, inference, and data processing.
- Build and maintain monitoring and logging systems for model performance, system health, and platform efficiency.
- Support data pipelines, model version control, model governance, security, data privacy, and compliance practices.
- Identify process automation and optimization opportunities across the MLOps lifecycle.
- Help identify and resolve operational issues, including incident response and system recovery.
Requirements
- Bachelor’s or master’s degree in computer science or a related field.
- At least two years of hands-on DevOps and MLOps experience deploying and managing machine learning models in production.
- Experience with infrastructure as code using Terraform or Ansible.
- Experience with Docker and Kubernetes for orchestrating and scaling machine learning workloads.
- Experience setting up and maintaining CI/CD pipelines for machine learning projects.
- Scripting experience with Python, Bash, or similar languages.
- Familiarity with Prometheus, Grafana, ELK Stack, or similar monitoring and logging tools.
- Understanding of MLOps security practices, data encryption, access controls, and compliance standards.
- Ability to collaborate with data developers, software developers, researchers, and other cross-functional teams.
- Ability to troubleshoot and resolve operational issues promptly.
- Preferred experience includes AWS or Azure, SQL or NoSQL databases or data lakes, TensorFlow or PyTorch, Git, and Jira.
Benefits
- Hybrid work arrangement in Toronto or Montreal.
- Canada-based starting base salary range of $99,000 to $145,200, with offers based on experience and geographic location.
- 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.