Advanced Machine Learning Infrastructure Expert

2 days ago


Delhi, Delhi, India beBeeInfrastructure Full time ₹ 1,50,00,000 - ₹ 2,00,00,000
Machine Learning Infrastructure Specialist

We are seeking a seasoned Machine Learning Infrastructure Specialist with 5+ years of experience to lead the development and maintenance of robust ML infrastructure and pipelines using AWS services, version control tools, and agile methodologies.

The ideal candidate will be responsible for:

  • Designing, building, and maintaining scalable and reliable ML infrastructure on AWS.
  • Deploying and managing machine learning models using AWS SageMaker.
  • Integrating and managing data cataloging and governance using AWS DataZone.
  • Implementing and maintaining end-to-end ML lifecycle management with MLflow.
  • Automating deployment pipelines using GitLab CI/CD for model training and inference.
  • Developing and managing infrastructure using AWS CDK (Cloud Development Kit).

The successful candidate will have:

  • Strong hands-on experience with AWS SageMaker, AWS DataZone, and MLflow.
  • Proficiency in GitLab CI/CD pipelines and version control.
  • Experience with AWS CDK for infrastructure provisioning.
  • Good understanding of the ML lifecycle: data prep, model training, testing, deployment, and monitoring.
  • Strong programming skills in Python or Bash.
  • Experience with containerization (e.g., Docker) is a plus.
  • Excellent problem-solving and collaboration skills.


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