MLOps Specialist

1 week ago


kozhikode, India beBeeMachineLearning Full time

We are seeking a seasoned MLOps Specialist to join our team. As an expert in machine learning operations, you will be responsible for designing and implementing robust ML pipelines using AWS SageMaker and associated cloud services.Responsibilities:Create scalable and efficient ML workflows leveraging AWS SageMaker and other relevant tools.Develop automated CI/CD pipelines utilizing CodePipeline, CodeBuild, or GitHub Actions.Implement model monitoring and logging mechanisms, as well as drift detection techniques.Maintain infrastructure using Terraform or CloudFormation.Requirements:6–10 years of experience in MLOps / ML Engineering with a strong track record of success.Prior hands-on experience with SageMaker in enterprise-scale environments.Demonstrated expertise in Python programming and familiarity with leading ML frameworks.Familiarity with Docker and Kubernetes (EKS preferred) containers.Proven ability to design and implement effective CI/CD pipelines.In-depth knowledge of the AWS ecosystem and its various services.Bonus Points:Experience working with cloud-based data platforms and lakehouses.Knowledge of DevOps practices and their application to ML workflows.Familiarity with agile development methodologies and version control systems.



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