MLOps Engineer

1 tydzień temu

Warszawa, Polska Square One Resources Sp. z o.o. Pełny etat

To design, implement, and manage machine learning infrastructure that supports scalable and reliable deployment of machine learning models.

MLOps Engineer


Your responsibilities

  • Design and build CI/CD pipelines for machine learning models.
  • Manage and optimize ML model deployment and performance.
  • Automate and monitor model retraining processes.
  • Ensure data quality and compliance with data governance policies.
  • Collaborate with data scientists to integrate models into production environments.
  • Develop and maintain infrastructure for data ingestion and feature engineering.
  • Troubleshoot and resolve issues related to ML infrastructure and platforms.

Our requirements

  • Bachelor's degree in Computer Science, Data Science, or related field.
  • Proficiency in programming languages such as Python and/or Java.
  • Experience with machine learning frameworks and libraries.
  • Knowledge of containerization technologies like Docker and Kubernetes.
  • Familiarity with version control systems such as Git.
  • Strong problem-solving and troubleshooting skills.
  • Ability to work as part of a team and communicate effectively.
  • Experience with cloud platforms (e.g., AWS, GCP, Azure).
  • Knowledge of MLOps principles and best practices.
  • Familiarity with infrastructure-as-code tools (e.g., Terraform).
  • Experience with monitoring and logging tools (e.g., Prometheus, Grafana).
  • Understanding of data engineering principles and tools.
  • Domain knowledge in relevant industry applications.

Aplikuj

 

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