degree or proven experience in engineering, computer science, data science, or a related field strong command of python and sql (exempli gratia, microsoft sql, postgresql, timescaledb) proficiency in german and/or english beneficial skills: collaborative software development and version control (exempli gratia, gitlab) ci/cd pipelines and deployment automation (gitlab ci, airlfow) containerization technologies (exempli gratia, dockercompose) embedded systems or hardware-related development designing informative dashboards (exempli gratia, streamlit, grafana, power bi, superset) working in the railway industry or with large, complex assets applied data science using unlabelled or heterogeneous data sources project management of complex, cross-functional initiatives