MLOps Engineer (mfd)
Job Summary
About the Role:
We are seeking a MLOps Engineer (m/f/d) to build operate and improve ML/AI solutions in production. You will work at the intersection of data science and software engineering helping to turn models into secure maintainable and reliable production services. Youll collaborate with data scientists and engineers in cross-functional product teams and contribute to the continuous improvement of our MLOps practices and platform.
Tech stack: Python Docker Kubernetes GitHub Actions Jenkins MLflow Kubeflow CI/CD Git/version control automated testing model packaging and versioning model validation and monitoring observability and secure software development/DevOps practices.
About your tasks:
- Build and operate containerized services using orchestration platforms such as Kubernetes.
- Troubleshoot production issues and improve the reliability performance and cost-efficiency of ML/AI services.
- Develop maintainable and well-tested Python code for production services automation and internal tooling.
- Build and improve CI/CD pipelines for ML/AI services enabling reliable testing deployment and model iteration.
- Implement data and model versioning validation and observability to support integrity and reproducibility throughout the ML lifecycle.
- Contribute to technical designs and architecture decisions and participate in code reviews.
- Integrate automated security checks into delivery pipelines and follow secure development and operations practices.
Qualifications :
About you:
- Practical experience in MLOps DevOps platform engineering or software engineering including deploying and operating ML/AI solutions in production.
- Solid software engineering skills in Python including automated testing version control and code review.
- Hands-on experience with Docker and container orchestration platforms such as Kubernetes.
- Experience with CI/CD tools such as GitHub Actions or Jenkins.
- Familiarity with ML lifecycle practices such as model packaging versioning validation deployment and monitoring; experience with tools such as MLflow or Kubeflow is welcome.
- A solid understanding of software architecture and secure software development and delivery practices.
Additional Information :
About your Benefits:
In order to provide our employees with the best possible support for their individual needs we offer a variety of attractive benefits:
Work from Home: If your job doesnt 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.
Redcare Events: We promote team cohesion through creative team events and celebrate our joint successes at regular events.
Mental Health: If you feel overwhelmed privately or professionally you can get professional support from a psychologist quickly and easily via nilo - anonymously and free of charge.
Personal development: We are all constantly learning. Thats why we support and promote your professional development through internal and external training opportunities and help you to develop further.
Mobility: Your commute to work is important to us. Thats why we provide our employees with a fully funded Deutschlandticket which you can use at any time.
Sport & Health: Your well-being is our top priority. Thats why we offer you various ways 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.
Remote Work :
Yes
Employment Type :
Full-time
About Company
About Redcare Pharmacy: As Europes No.1 e-pharmacy, Redcare Pharmacy is powered by passionate teams and cutting-edge innovation. We strive to create a healthy, collaborative work environment where every employee feels valued and inspired to contribute to our vision Until every huma ... View more