Machine Learning Infrastructure Engineer

3 days ago


Karachi, Sindh, Pakistan Cloudlit Full time

About the Job:

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We are looking for a skilled Machine Learning Infrastructure Engineer to join our team. In this role, you will design, build, and maintain scalable and reliable machine learning infrastructure using industry-leading tools such as MLflow, Kubernetes, and Pachyderm.

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Main Responsibilities:

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  • Infrastructure Development:
  • Design and implement scalable machine learning infrastructure using industry-standard tools.
  • Collaborate with cross-functional teams to integrate machine learning workflows into existing infrastructure.
  • Model Deployment:
  • Ensure smooth deployment of machine learning models to production environments.
  • Implement version control for models and datasets to ensure reproducibility and consistency.
  • Data Versioning:
  • Integrate DVC and S3 for model and dataset versioning.
  • Track versions of applications, models, and datasets for easy backtracking through version histories.

About Cloudlit

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Cloudlit is a premier DevOps consulting company specializing in cloud-native development and deployment of software solutions. We empower clients to leverage technology innovations and drive business growth.

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What You'll Gain:

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As a Machine Learning Infrastructure Engineer at Cloudlit, you will gain hands-on experience with industry-leading tools, collaborate with experts, and contribute to innovative projects that shape the future of machine learning operations.



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