MLOps Consolidation and Deployment Enablement Expert (m/f/d)
About the company
- The client Roche Diagnostics GmbH in Penzberg is one of the largest biotechnology centers in Europe, offering not only an excellent market position but also a exciting working environment
Responsibilities
- Design and standardize deployment pipelines for machine learning models from a centralized model registry
- Develop robust, scalable, and secure model deployment processes across multiple environments
- Integrate deployment targets such as Orbital Pipelines and Kubeflow/KServe
- Build and maintain wrappers, SDK extensions, and configuration templates for various ML frameworks
- Ensure compatibility of models across frameworks like TensorFlow, PyTorch, and Scikit-learn
- Collaborate with MLOps teams and stakeholders to define best practices and standards
- Implement monitoring hooks, endpoint health checks, and model serving configurations
- Troubleshoot deployment issues, latency problems, and framework incompatibilities
- Create detailed technical documentation, runbooks, and training materials
- Support knowledge transfer and enable long-term ownership within the internal MLOps team
Profile
- Bachelor’s or Master’s degree in a relevant field
- Experience in MLOps, ML engineering, or related domains
- Hands-on experience with model registries (preferably Weights & Biases)
- Advanced proficiency in Python and familiarity with shell scripting
- Strong expertise in Docker and container orchestration (preferably Kubernetes)
- Proven experience in building high-availability model serving solutions (REST APIs, gRPC)
- Experience with deployment frameworks such as Kubeflow, KServe, or similar tools
- Solid knowledge of CI/CD tools (e.g., Jenkins, GitLab CI, ArgoCD) and pipeline automation
- Experience working with cloud environments (preferably AWS)
- Familiarity with infrastructure-as-code concepts (e.g., Terraform) and scalable system design
Benefits
- 30 days leave per year
- A highly motivated team and an open way of communication
- A very renowned company
- We will give you valuable tips and feedback on your application documents and interviews
- We will create a candidate profile containing your strengths and potential and thus increase your chance of being placed in a position
- You will work in an international environment
About Hays
With over 15 years of experience in the pharmaceutical and chemical industry as well as in biotechnology and medical engineering, we know the key contacts at companies that are recruiting for challenging jobs with real potential. The current high demand for staff has opened up exciting opportunities for dedicated experts who want to develop professionally and to further their careers. As recruitment specialists with an international network of contacts, we can offer you decisive advantages – completely free of charge. Register with us and reap the benefits of interesting job offers that match your skills and experience.
Hays stands for diversity and actively promotes equal opportunities and participation. Everyone - regardless of gender, sexual orientation, disability, age, origin, cultural or religious affiliation - has the same opportunities with us. We therefore invite everyone, especially people with disabilities, to apply for a position with us.
Staffing process for a permanent or temporary position
- Analysis of qualifications
- Telephone or personal interview
- Contact with customers
- Contract with Hays
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1. Analysis of qualifications
We will review your application documents and carry out a detailed analysis of your professional qualification.
Contact at Hays
+ 49 621 1788-4297 If you have any questions about accessibility and inclusion please contact us confidentially at: inklusion-hpsg@hays.de.© Copyright Hays plc, . The HAYS word, the H devices, 'Hays Working for your tomorrow' and 'Powering the world of work' and associated logos and artwork are trademarks of Hays PLC. The H devices are original designs protected by registration in many countries. All rights are reserved.