Required skills
- Data Engineering
- Databricks
- Apache Spark
- Spark SQL
- Python
- SQL
- Data Lake
- Lakehouse Architecture
- Time Series Data
- Data Processing
- Monitoring
- Dashboarding
Languages: German
Job description
We are looking for a Senior Data Engineer to design and implement a production-ready Databricks monitoring solution for cross-border electricity exchanges. The role involves analyzing data sources, designing the target architecture, implementing monitoring logic, and creating dashboards and alerts.
Project overview
We are looking for a Senior Data Engineer for the design and implementation of a production-ready Databricks monitoring solution for cross-border electricity exchanges using existing data sources to support automated analysis, quality checks, KPI calculation, dashboards, and alerting.
Further Framework Data
Type of Assignment:
Utilization: 50%
Industry: Other
Responsibilities
Must-Have Requirements
Nice-to-Have Requirements
Let’s power the future together
From business case to implementation: As a leading consulting firm for strategic transformations, we are a trusted partner for our clients - and for our employees. Responsible, high-performing, and always with a focus on people. #WeAreWavestone
With our 360° portfolio of consulting services, we combine first-class industry expertise with a broad spectrum of cross-industry competencies, work interdisciplinarily, and think outside the box. We can thus offer our partner companies and freelancers comprehensive perspectives within our own projects and support them as a long-term framework agreement partner in filling project vacancies – promptly and directly.
We look forward to hearing from you!
Your direct contact at Wavestone
Elma Abdagic
Phone: *
Email: *@*.eu
- Analyze available data sources, data products, technical interfaces, existing data structures, and data flows and adapt them for functional and technical monitoring
- Design a target architecture for the monitoring solution using Databricks and existing data sources
- Define KPIs, thresholds, and monitoring logic to identify unintended power flows
- Implement automated KPI calculations and validation mechanisms to detect anomalies, data quality issues, transmission errors, and missing or faulty data deliveries
- Develop monitoring dashboards, analysis results, and associated artifacts for operational and analytical use
- Implement monitoring and alarm systems for deviations, data availability issues, and error conditions
- Document data models, processing logic, technical interfaces, and operational procedures
- Conduct tests and create test documentation, acceptance test certificates, and production deployment artifacts; hand over a production-ready, traceable, and maintainable solution including source code, configurations, and documentation
- At least 3 years of relevant practical experience in Data Engineering, including experience in developing Databricks-based data solutions
- Very good knowledge of Apache Spark, Spark SQL, and distributed data processing concepts
- Very good Python programming skills
- Extensive SQL experience, including optimization of complex queries
- Proven knowledge of modern Data Lake and Lakehouse architectures
- Proven experience in processing large amounts of data, including second-accurate time series, and in optimizing the performance of data processing workflows
- Demonstrable experience in developing monitoring and reporting artifacts, dashboards, and analytics applications, including dashboard design
- German language skills C1 level
- Experience with operational monitoring and alerting concepts in Databricks environments
- Experience in documenting data models, technical interfaces, processing logic, and operational procedures
- Experience in conducting test activities and creating acceptance documentation and production deployment deliverables for data solutions
- Experience in the energy sector or with time series data from energy system processes
- Experience with time conventions, including UTC, local time, and daylight saving time changes
Project details
- Start: flexible
- Location: DE
- Languages: German
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