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Cloud Infrastructure Automation and Machine Learning Deployment Specialist

2 weeks ago

Remote Kraków, Czech Republic beBee Careers Full time

Job Description

We are seeking a highly skilled Cloud Infrastructure Automation and Machine Learning Deployment Specialist to join our team. As a key member of our infrastructure team, you will be responsible for designing, implementing, and maintaining cloud infrastructure across various platforms including AWS, GCP, or Azure.

Key Responsibilities:

  • Implementing CI/CD pipelines tailored for Machine Learning model deployment
  • Deploying and maintaining Kubernetes and Docker clusters
  • Automating infrastructure using Infrastructure as Code (IaC) principles with Terraform and Ansible
  • Optimizing ML pipelines and monitoring their performance in production environments
  • Designing and implementing model monitoring solutions to ensure reliability and accuracy of deployed ML models

Requirements:

  • Minimum 3 years of hands-on experience in DevOps and/or MLOps roles
  • Proficiency in CI/CD tools such as GitLab CI/CD, Jenkins, GitHub Actions
  • Advanced knowledge of containerization and orchestration technologies, including Kubernetes and Docker
  • Practical experience with Infrastructure as Code (IaC) tools like Terraform, Ansible, and Helm Charts
  • Familiarity with ML workflow orchestration tools such as MLflow, Kubeflow, or ArgoCD
  • Strong scripting skills in Python and Bash for automation purposes
  • Proven experience in optimizing and deploying Machine Learning models in production environments

Benefits

  • Remote work option
  • Mid-level position with 3+ years of relevant experience
  • Average hourly salary range: 100 - 150 PLN/hour

Others

  • Additional benefits include sport subscription, small teams, international projects, free coffee, shower, and no dress code