Senior Machine Learning Operations Developer: AI/ML Platform

Sourced from movojobs.ca

Autodesk is seeking a Senior MLOps Developer to join its AI/ML Platform team, ensuring the smooth operationalization of machine learning models and the efficiency of a next-generation AI/ML platform used for generative AI solutions. The role involves building automated deployment pipelines, scalable infrastructure, and robust monitoring systems in collaboration with research and product engineering teams. This position is based in Toronto, Canada, with hybrid or remote flexibility.

• Drive operational excellence of the AI/ML Platform by implementing and optimizing MLOps practices
• Design and implement automated deployment pipelines for machine learning models
• Collaborate with cross-functional teams to design, implement, and maintain scalable infrastructure for model training, inference, and data processing
• Develop and maintain robust monitoring and logging systems to track model performance, system health, and platform efficiency
• Work closely with data developers to ensure efficient data pipelines for model training and validation
• Implement version control systems for machine learning models and contribute to model governance practices
• Enforce security best practices and compliance standards in all aspects of MLOps
• Identify opportunities for process automation and optimization to enhance the MLOps lifecycle