Cloud-Based Machine Learning Architect

4 days ago


Hyderabad, Telangana, India beBeeMachineLearning Full time ₹ 2,00,00,000 - ₹ 2,50,00,000

Job Summary:

We are seeking a seasoned Cloud-Based Machine Learning Architect with extensive experience in designing, building, and maintaining scalable, secure, and automated machine learning workflows.

  • Design and implement cloud-based machine learning pipelines using AWS services such as Amazon SageMaker.
  • Built and maintain robust CI/CD pipelines for machine learning using Amazon SageMaker Pipelines, CodePipeline, Step Functions, etc.
  • Automate model training, evaluation, deployment, and monitoring processes.

Key Responsibilities:

Infrastructure & Cloud Management

  • Use Infrastructure-as-Code (IaC) tools to manage reproducible environments.
  • Architect scalable machine learning infrastructure using AWS resources such as S3, Lambda, ECR, EC2, and SageMaker.

Monitoring, Logging & Observability:

  • Implement model and data monitoring with SageMaker Model Monitor, CloudWatch, or third-party tools.
  • Set up logging, alerts, and dashboards to ensure model health and performance.

Governance & Compliance:

  • Manage model registries, lineage tracking, and audit logging to support reproducibility and regulatory compliance.
  • Enable version control and approval workflows for machine learning assets.

Collaboration & Enablement:

  • Work closely with data scientists, machine learning engineers, and DevOps teams to integrate machine learning workflows into existing infrastructure.
  • Educate and mentor cross-functional teams on machine learning best practices and AWS ML tooling.

Required Skills and Qualifications:

  • 8+ years in software engineering, DevOps, or machine learning engineering with a focus on cloud-based machine learning pipelines.
  • Strong experience with Amazon Web Services (AWS), especially Amazon SageMaker.
  • Proficiency in Python, Bash, and scripting for automation.

Preferred Qualifications:

  • AWS Certification.
  • Knowledge of machine learning frameworks.


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