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MID-LEVEL MLOPS ENGINEER (M/F/D)

Redcare-pharmacy
Full-timemid
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Job description

<p><strong>About your tasks:</strong></p><ul><li>Build and operate containerized services using orchestration platforms such as Kubernetes.</li><li>Troubleshoot production issues and improve the reliability, performance, and cost-efficiency of ML/AI services.</li><li>Develop maintainable and well-tested Python code for production services, automation, and internal tooling.</li><li>Build and improve CI/CD pipelines for ML/AI services, enabling reliable testing, deployment, and model iteration.</li><li>Implement data and model versioning, validation, and observability to support integrity and reproducibility throughout the ML lifecycle.</li><li>Contribute to technical designs and architecture decisions, and participate in code reviews.</li><li>Integrate automated security checks into delivery pipelines and follow secure development and operations practices.</li></ul> <p><strong>About you:</strong></p><ul><li>Practical experience in MLOps, DevOps, platform engineering, or software engineering, including deploying and operating ML/AI solutions in production.</li><li>Solid software engineering skills in Python, including automated testing, version control, and code review.</li><li>Hands-on experience with Docker and container orchestration platforms such as Kubernetes.</li><li>Experience with CI/CD tools such as GitHub Actions or Jenkins.</li><li>Familiarity with ML lifecycle practices such as model packaging, versioning, validation, deployment, and monitoring; experience with tools such as MLflow or Kubeflow is welcome.</li><li>A solid understanding of software architecture and secure software development and delivery practices.</li></ul> <p><strong>About your&#xa0;Benefits:&#xa0;</strong></p><p>In order to&#xa0;provide our employees with the best possible support for their individual needs, we offer a variety of attractive benefits:&#xa0;</p><p><strong>Work from Home:</strong>&#xa0;If your job&#xa0;doesn't&#xa0;require you to be in the office, you can be flexible about where you work – even up to 20 days a year from anywhere within the EU.&#xa0;</p><p><strong>Redcare Events:&#xa0;</strong>We promote team cohesion through creative team events and celebrate our joint successes at regular events.&#xa0;</p><p><strong>Mental Health:</strong>&#xa0;If you feel overwhelmed privately or professionally, you can get professional support from a psychologist quickly and easily via&#xa0;nilo&#xa0;- anonymously and free of charge.&#xa0;</p><p><strong>Personal development:&#xa0;</strong>We are all constantly learning.&#xa0;That's&#xa0;why we support and promote your professional development through internal and external training opportunities and help you&#xa0;to develop&#xa0;further.&#xa0;</p><p><strong>Mobility:&#xa0;</strong>Your commute to work is important to us.&#xa0;That's&#xa0;why we provide our employees with a fully funded&#xa0;Deutschlandticket, which you can use at any time.&#xa0;</p><p><strong>Sport &amp; Health:&#xa0;</strong>Your well-being is our top priority.&#xa0;That's&#xa0;why we offer you&#xa0;various ways&#xa0;to do something for your health. Benefit from an M membership of the Urban Sports Club and take advantage of a wide range of sports to suit your interests.</p>

Skills

PythonDockerKubernetesGitHub ActionsJenkinsMLflowKubeflow