About the Company
Rohde & Schwarz is a leading global technology company with a wide range of innovative products and solutions. As an MLOps Engineer, you will play a crucial role in operationalizing ML models and building scalable pipelines for deployment in hybrid cloud/on-prem and edge environments.
Responsibilities
- Design and implement AI/ML pipelines (data ingestion, model training, deployment) for hybrid cloud/on-prem and edge environments
- Containerize AI applications in close collaboration with our AI/ML engineers
- Deploy models to cloud and on-prem infrastructure (e.g., Kubernetes, Azure)
- Optimize our AI models for air-gapped and low-power systems
- Ensure secure model deployment adhering to MLOps best practices (e.g., ISO 42001)
- Optimize model performance (latency, accuracy) and monitor in production (logging, A/B testing) for edge and hybrid deployments
- Collaborate with the pre-development team to refine prototypes for edge AI and constrained environments
- Ensure reproducibility and scalability using MLOps tools (e.g., MLflow) and edge-specific frameworks
Requirements
- BS / MSc in Computer Science, Software Engineering, Electrical Engineering or a related field
- 3+ years of hands-on MLOps engineering experience in product-ready environments
- Proven experience with hybrid cloud/on-prem deployment strategies (e.g., Azure, Kubernetes, Docker)
- Experience deploying models in air-gapped and power-constrained environments (e.g., edge devices, embedded systems)
- Proficiency in Python, cloud platforms, and containerization (Docker, Kubernetes, GitOps)
- Strong knowledge of ML pipelines and CI/CD workflows
- Familiarity with edge AI tools (e.g., TensorFlow Lite, ONNX)
- DevOps mindset with a focus on automation and reliability
- Ability to troubleshoot both model and infrastructure issues
- Fluent English required; German language skills are a plus
Benefits
- Exciting insights into the company's daily adventures and challenges
- Opportunity to work with a passionate team on innovative projects and solutions
- Competitive compensation and benefits package