Xebia Poland

Senior MLOps Engineer

Xebia Poland

full-time

Posted on:

Origin:  • 🇵🇱 Poland

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Job Level

Senior

Tech Stack

AWSAzureCloudDockerGoogle Cloud PlatformKubernetesPyTorchSparkTensorflowTerraform

About the role

  • Collaborate with Platform Engineers to set the infrastructure required to run MLOps processes efficiently
  • Implement ML workflows and automate CI/CD pipelines
  • Automate model deployment and implement model monitoring
  • Collaborate with Platform Engineers to implement backup and disaster recovery processes for ML workflows, especially models and experiments
  • Collaborate with stakeholders to understand key challenges and inefficiencies in ML project lifecycles
  • Keep up to date with trends and advancements in data engineering and machine learning

Requirements

  • 2+ years of experience developing and deploying machine learning systems into production
  • 5+ years of experience as a MLOps engineer or data engineer or software developer
  • Hands-on experience with cloud environments (AWS / Azure / GCP)
  • Experience with tools such as Spark, PyTorch, TensorFlow and MLFlow
  • Knowledge of DevOps practices and tools, including Terraform
  • Experience with Docker and Kubernetes
  • Understanding of CI/CD practices and experience with tools like GitHub Actions or GitLab CI
  • Excellent verbal and written communication skills in English (minimum B2 implied)
  • Work from the European Union region and a valid work permit required
  • Active VAT status in the EU VIES registry required
  • Cloud certification (Azure, AWS, GCP) is a plus
  • Familiarity with Amazon SageMaker / Azure Machine Learning / VertexAI is nice to have
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