Cloud-Based ML Pipeline Specialist

3 days ago

bhavnagar, India beBeeMachineLearningEngineer Full time

Job OverviewWe are seeking an experienced Machine Learning Operations Engineer to join our global data and analytics team.This role will involve designing, deploying, and maintaining robust machine learning pipelines using AWS SageMaker and associated cloud services.The successful candidate will build, deploy, and maintain machine learning models using AWS SageMaker (Pipelines, Endpoints, Model Registry).A key responsibility of the job will be developing automated continuous integration and continuous deployment (CI/CD) workflows using CodePipeline, CodeBuild, or GitHub Actions.Implementing model monitoring, logging, and drift detection using CloudWatch and SageMaker Model Monitor is also a critical part of this role.The ideal candidate will create and maintain infrastructure using Terraform or CloudFormation.They will manage secure, scalable, cost-optimized AWS environments using IAM and VPC.The role requires strong collaboration with data scientists, cloud engineering teams, and solution architects.Troubleshooting issues in high-availability production machine learning setups is also a key aspect of the job.This position requires significant experience in production-grade machine learning operations, automation, and cloud engineering. Key responsibilities include building and maintaining machine learning models, developing CI/CD workflows, implementing model monitoring and logging, creating and maintaining infrastructure, managing secure and scalable AWS environments, collaborating with teams, and troubleshooting issues.

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