In Germany, mini-jobs, short-term employment and regular roles should be maintained in separate categories. Recommendation: always make the time limitation and employment type visible before the application. In practice: short-term roles with clear duration rather than just a side-job label. Limitation: mixed models or changes in employment type require additional logic. (Sources: Destatis Labour Market, BA Beschaeftigung Statistik)
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