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ML Platform Engineer

0 years

0 Lacs

Pune Maharashtra India

Posted:4 days ago| Platform: Linkedin logo

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Skills Required

ml patching learning data workbench cdp docker kubernetes python ansible gitlab automate deployment management patch reliability maintenance documentation resolve security scalability automation containerization orchestration scripting updating unix collaborative programming configuration communication teamwork software agile

Work Mode

On-site

Job Type

Full Time

Job Description

Project description

We are seeking a skilled ML Platform Engineer, responsible for automating, deploying, patching, and maintaining our machine learning platform infrastructure. The ideal candidate will have hands-on experience with Cloudera Data Science Workbench (CDSW), Cloudera Data Platform (CDP), Docker, Kubernetes, Python, Ansible, GitLab, and MLOps best practices.


Responsibilities

  • Automate deployment and management processes for machine learning platforms using tools such as Ansible and Python.
  • Deploy, monitor, and patch ML platform components, including Cloudera Data Science Workbench (CDSW), Docker containers, and Kubernetes clusters.
  • Ensure high availability and reliability of ML infrastructure through proactive maintenance and regular updates.
  • Develop and maintain comprehensive documentation for platform configurations, processes, and procedures.
  • Troubleshoot and resolve platform issues, ensuring minimal downtime and optimal performance.
  • Implement best practices for security, scalability, and automation within the ML platform ecosystem.


Mandatory Skills

  • Experience with CDSW or similar data science platforms.
  • Proficiency in containerization and orchestration using Docker and Kubernetes.
  • Solid scripting and automation skills in Python and Ansible.
  • Experience with GitLab for source control and CI/CD automation.
  • Understanding of MLOps principles and practices.
  • Familiarity with patching, updating, and maintaining platform infrastructure.
  • Profound Unix knowledge
  • Excellent problem-solving skills and a collaborative approach to team projects.
  • Strong experience with Python programming language in developing enterprise level applications
  • Proficient in designing, developing and maintaining distributed systems and services
  • Experience in Ansible automation tool for platform IaC, deployment automation and configuration management
  • Strong problem-solving skills with the ability to handle complex systems
  • Good communication and teamwork skills, able to work independently and collaboratively with other teams to deliver quality software solution
  • Fluent in English with the ability to explain complex concepts in simple terms


Nice-to-Have Skills

  • Agile environment
  • Previous banking domain

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