MLOps Engineer at Autodesk
Autodesk Canada Co. • vancouver, Canada
Role Description
Join Autodesk as a Senior Machine Learning Engineer specializing in MLOps. With focus on deploying and monitoring production models, this role is essential for system efficiency and reliability.
This senior position requires extensive experience in software engineering and MLOps practices. You'll automate testing and deployment through CI/CD pipelines, manage inference services, and monitor model health. Collaborating with researchers and product managers, you'll ensure successful integration of backend services with robust reporting.
Key Responsibilities:
• Test and deploy production models with CI/CD
• Operate inference services and optimize performance
• Monitor health metrics and triage issues promptly
• Integrate REST APIs connecting backend services
• Collaborate cross-functionally to deliver solutions
Requirements:
• BS or MS in Computer Science or equivalent
• 3+ years in professional software engineering
• Experience with CI/CD and cloud servic...
This senior position requires extensive experience in software engineering and MLOps practices. You'll automate testing and deployment through CI/CD pipelines, manage inference services, and monitor model health. Collaborating with researchers and product managers, you'll ensure successful integration of backend services with robust reporting.
Key Responsibilities:
• Test and deploy production models with CI/CD
• Operate inference services and optimize performance
• Monitor health metrics and triage issues promptly
• Integrate REST APIs connecting backend services
• Collaborate cross-functionally to deliver solutions
Requirements:
• BS or MS in Computer Science or equivalent
• 3+ years in professional software engineering
• Experience with CI/CD and cloud servic...