Data Analyst IoT and Machine Learning | Data Analyst (w/m/d) IoT und Machine Learning
Siemens AG
Job Summary
This role involves developing cutting-edge statistical and ML/AI-driven pattern recognition methods to provide data-driven insights and early optimization results for the medium-voltage plant in Berlin. The Data Analyst will build a deep understanding of departmental needs, translating them into scalable analyses and models within the Manufacturing Data Platform. Day-to-day tasks include converting, normalizing, and aggregating diverse data streams (OPC UA, Industrial Edge, SQL) and developing ML-optimized data structures. A core responsibility is implementing statistical procedures for data exploration, visualization (using Power BI and Grafana), and developing ML models for trend identification, stability analysis, process parameter forecasting, and preventive maintenance. The ideal candidate brings experience in ML methods, time series analysis, agile IT projects (Jira/Confluence), and proficiency with AWS services. This position offers flexible working models, including 2-3 days of mobile work per week, and opportunities for continuous professional development.
Required Skills
Education
University degree in Engineering, Computer Science, Business Informatics, Mathematics, or a related field
Experience
- Experience in ML methods and time series analysis
- Professional experience in agile IT projects (Jira/Confluence)
- Solid experience with AWS services (S3, IoT Core, etc.)
- Fundamental understanding of process traceability, manufacturing planning, and production logics
Languages
Additional
- Not specified
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