Logo ROHDE & SCHWARZ GmbH & Co. KG

Machine Learning Operations Engineer

Job

  • Level
    Experienced
  • Job Field
    Games
  • Employment Type
    Full Time
  • Contract Type
    Permanent employment
  • Location
    Leipzig
  • Working Model
    Hybrid, Onsite
  • Job Technologies

    Your role in the team

    1. Manage and automate the entire ML lifecycle, from data handling to model deployment This includes: Develop and maintain CI/CD pipelines tailored for ML workflows
    2. Use Kubernetes, Docker, or similar for ML container orchestration and deployment
    3. Continuously monitor and ensure system, model and data health and align ML hardware according to computational needs
    4. Design robust backup and disaster recovery plans for ML models and datasets, Explore and integrate new MLOps tools and methodologies to advance our ML capabilities, upholding security and team collaboration

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    Our expectations of you

    Education

    • Master's degree in Computer Science, Data Science, Engineering or a related technical field

    Qualifications

    • Proficient in Python
    • Strong background in Linux server management and automation with automation tools such as Ansible for configuration management
    • Knowledge of log management and visualization tools such as Grafana & Prometheus, Kibana, Elasticsearch
    • Familiarity with monitoring and visualization tools for ML applications like Airflow, Argo, Apache Superset or similar
    • Exceptional problem-solving and analytical abilities with strong communication and documentation skills
    • Team player with the ability to work collaboratively in a cross-functional team environment

    Experience

    • Experience in developing and maintaining CI/CD pipelines with GitLab Runners
    • Hands-on experience with containerization and orchestration technologies such as Docker, Kubernetes, S3 Storage and RDBMS

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    Benefits

    Work-Life-Integration

    More net

    Job Locations

    Map of company locations
    • Location Leipzig

      Location Leipzig

      Sachsen

      Germany

    This is your employer

    ROHDE & SCHWARZ GmbH & Co. KG

    ROHDE & SCHWARZ GmbH & Co. KG

    Rohde & Schwarz entwickelt, produziert und vermarktet innovative Produkte der Messtechnik, Broadcast- und Medientechnik, Cybersicherheit, Sichere Kommunikation sowie Monitoring und Network Testing. Vor 85 Jahren gegründet, unterhält das Unternehmen ein Vertriebs- und Servicenetz in mehr als 70 Ländern.

    Description

  • Company Size
    250+ Employees
  • Company Type
    Established Company
  • Working Model
    Hybrid, Onsite
  • Industry
    Industry, Production
  • Dev Reviews

    by devworkplaces.com

    Total

    (1 Review)
    3.2
    • Workingconditions

      3.8
    • Culture

      3.5
    • Engineering

      2.6
    • Career Growth

      3.2
    All Dev Reviews on devworkplaces.com
    Logo ROHDE & SCHWARZ GmbH & Co. KG

    Machine Learning Operations Engineer

    Location
    Leipzig
    Working Model
    Hybrid, Onsite

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