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Machine Learning Deployment Specialist

1 tydzień temu


Warszawa, Mazovia, Polska Sii Sp. z o.o. Pełny etat
Overview: Sii Sp. z o.o. is a well-established IT consulting company that collaborates with prestigious brands worldwide. We are committed to innovation and employee growth, creating a unique atmosphere among our team members.

Job Summary: The ideal candidate will have expertise in designing and implementing cloud-based infrastructure for machine learning model deployment and monitoring. Additionally, they will collaborate with data analysts and engineers to deploy models in production and integrate them smoothly with existing applications.

Key Responsibilities:
  1. Creating and managing continuous integration and continuous delivery (CI/CD) pipelines for ML models
  2. Automating the setup and management of ML environments using containers like Docker and orchestration tools such as Kubernetes and Terraform
  3. Working closely with data analysts and engineers to deploy ML models in production and ensure seamless integration with current systems

Qualifications:
  • Degree in computer science or related field, preferably at the bachelor's or master's level
  • No less than five years of professional experience in software engineering, specifically in the implementation and management of ML models in a production setting
  • Experience with cloud platforms and infrastructure development tools
  • Strong understanding of machine learning concepts and the deployment of large language models across different cloud platforms