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 steht für Vielfalt und setzt sich aktiv für Chancengerechtigkeit und Teilhabe ein. Alle - unabhängig von Geschlecht, sexueller Orientierung, Behinderung, Alter, Herkunft sowie kultureller und religiöser Zugehörigkeit - erhalten bei uns die gleichen Möglichkeiten. Daher laden wir alle Menschen, besonders auch Menschen mit Behinderungen dazu ein, sich bei uns zu bewerben.
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 Bei Fragen zur Barrierefreiheit und Inklusion steht die folgende Anlaufstelle vertraulich zur Verfügung: inklusion-hpsg@hays.de.© Copyright Hays plc, . Das Wort HAYS, die H-Symbole, „Hays Working for your tomorrow" und „Powering the world of work" sowie damit verbundene Logos und Illustrationen sind eingetragene Markenzeichen der Hays PLC. Die H-Symbole sind Originaldesigns, die in vielen Ländern geschützt sind. Alle Rechte vorbehalten.