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.

Skills

Must have


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


Agile environment


Previous banking domain

Other

Languages


English: C1 Advanced


Seniority


Senior



Pune, India


Req. VR-115893


AI/ML


BCM Industry


11/07/2025


Req. VR-115893