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Senior Platform Engineer

5 months ago

Mumbai, India EDU ANGELS INDIA PVT LTD Full time

Role : Senior Platform Engineer

Location : Mumbai

Work Mode : Hybrid

Responsibilities :

  • Collaborating with data scientists and machine learning engineers to understand their requirements and design scalable, reliable, and efficient machine learning platform solutions.
  • Building and maintaining the applications and infrastructure to support end-to-end machine learning workflows, including inference and continual training.
  • Developing systems for the definition deployment and operation of the different phases of the machine learning and data life cycles.
  • Working within Kubernetes to orchestrate and manage containers, ensuring high availability and fault tolerance of applications.
  • Documenting the platform's best practices, guidelines, and standard operating procedures and contributing to knowledge sharing within the team.
Requirements :
  • 3 to 5 years of hands-on experience in developing and managing machine learning or data platforms
  • Proficiency in programming languages commonly used in machine learning and data applications such as Python, Rust, Bash, Go
  • Experience with containerization technologies, such as Docker, and container orchestration platforms like Kubernetes.
  • Familiarity with CI/CD pipelines for automated model training and deployment. Basic understanding of DevOps principles and practices.
  • Knowledge of data storage solutions and database technologies commonly used in machine learning and data workflows.

(ref:hirist.tech)