AWS Machine Learning Engineer at TCS

Tata Consultancy Services Limited · toronto, on, Canada

Location
toronto
Job Type
Full-time
Posted
June 04, 2026

Job Description

Enhance your career in machine learning with Tata Consultancy Services in Toronto, ON. This role focuses on designing and deploying ML models on AWS while collaborating with cross-functional teams.
TCS seeks a skilled AWS Engineer specializing in end-to-end ML workflows. Your responsibilities will include building ML pipelines with SageMaker, Glue, and S3, while ensuring optimal model performance. Engage with data scientists and DevOps in a dynamic Agile environment for impactful results.
Key Responsibilities:
• Design and deploy ML models and pipelines on AWS
• Develop preprocessing, training, inference, and monitoring workflows
• Integrate ML models with applications through APIs
• Optimize AWS infrastructure for scalability and cost
• Collaborate in Agile teams with data professionals
Requirements:
• Experience with AWS tools like SageMaker and Glue
• Proficiency in machine learning model development
• Strong understanding of API integration and opti...

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