How secure is my job given AI and automation?
Verified by expert panel
Routine tasks (data entry, simple text production, repetitive analysis) are increasingly being automated. Secure are: roles requiring human judgement (leadership, strategy, negotiation), social work (nursing, counselling, therapy), creative work with genuine originality, and physical work in uncontrolled environments (skilled trades, on-site care). Most important protection: combining digital competency with unique human strengths.
Sources & Data
- BA Fachkräfteengpassanalyse
- Cedefop Germany 2025 Skills Forecast
- Destatis Labour Market
- ESCO Classification
- EU AI Act Framework
- EU Directive 2023/970 Pay Transparency
- EURES Labour Shortages and Surpluses Europe 2024
- GDPR General Data Protection Regulation
- ILO Workforce 2030
- LinkedIn Skills on the Rise 2025
- O*NET OnLine
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