18 hours ago
Hamburg, GermanySenior
Responsibilities
- Design, build, and maintain scalable data pipelines and ML-enabled data products integrating sensor, device, product, and business data.
- Develop and improve data ingestion, transformation, and orchestration workflows using Airflow, Mage, or Dagster.
- Create high-quality, model-ready datasets and reusable foundations for analytics and AI use cases with data scientists, engineers, and domain experts.
- Support production deployment, monitoring, and operation of machine learning solutions, including KServe-based model serving and MLOps workflows.
- Automate data quality, feature pipelines, model retraining, and deployment workflows.
- Contribute to semantic data models and knowledge graph capabilities.
- Improve the scalability, observability, reliability, and maintainability of the data and ML platform.
Requirements
- Strong hands-on experience in data engineering, machine learning engineering, or similar roles.
- Solid Python and SQL skills.
- Experience building and orchestrating production data pipelines using Airflow, Mage, or Dagster.
- Experience with cloud platforms such as Azure, AWS, or GCP, along with Docker and Kubernetes.
- Good understanding of MLOps, production model deployment, and modern data architectures.
- Experience with KServe is advantageous.
- Strong problem-solving and collaboration skills across technical teams and stakeholders.
- Experience with industrial IoT data, HVAC, energy systems, knowledge graphs, or semantic data models is advantageous.
Tech Stack
Categories
Data EngineeringML Engineering
About Danfoss
Danfoss designs and manufactures components and systems for refrigeration, HVAC, motor control, power conversion, hydraulics, and district energy used by OEMs, builders, and utilities. The family-owned company, founded in 1933 and headquartered in Nordborg, Denmark, sells compressors, valves, sensors, drives, and power solutions worldwide. Its products support electrification and energy efficiency across industrial machinery, automotive and marine equipment, and city heating and cooling infrastructure.