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DE · 2026 Data

Riskiest Jobs in Germany

These occupations in Germany face the highest combined risk from hiring decline, wage pressure, and automation exposure.

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1.
General and keyboard clerks
OC41
AI 75%HIGH74.7
2.
Clerical support workers
OC4
AI 70%HIGH73.0
3.
Numerical and material recording clerks
OC43
AI 70%HIGH72.7
4.
Elementary occupations
OC9
AI 65%HIGH71.9
5.
Customer services clerks
OC42
AI 65%HIGH71.6
6.
Refuse workers and other elementary workers
OC96
AI 65%HIGH71.4
7.
Assemblers
OC82
AI 65%HIGH70.8
8.
Food preparation assistants
OC94
AI 70%HIGH70.7
9.
Cleaners and helpers
OC91
AI 60%HIGH70.6
10.
Other clerical support workers
OC44
AI 60%HIGH70.1
11.
Plant and machine operators and assemblers
OC8
AI 60%HIGH70.0
12.
Business and administration associate professionals
OC33
AI 60%HIGH69.5
13.
Labourers in mining, construction, manufacturing and transport
OC93
AI 55%HIGH69.3
14.
Sales workers
OC52
AI 55%HIGH69.0
15.
Stationary plant and machine operators
OC81
AI 55%HIGH68.8
16.
Drivers and mobile plant operators
OC83
AI 55%HIGH68.4
17.
Agricultural, forestry and fishery labourers
OC92
AI 50%HIGH68.4
18.
Handicraft and printing workers
OC73
AI 50%HIGH67.7
19.
Business and administration professionals
OC24
AI 55%HIGH67.0
20.
Service and sales workers
OC5
AI 50%HIGH66.8
21.
Information and communications technicians
OC35
AI 50%HIGH66.8
22.
Metal, machinery and related trades workers
OC72
AI 45%HIGH65.7
23.
Technicians and associate professionals
OC3
AI 45%HIGH64.9
24.
Hospitality, retail and other services managers
OC14
AI 45%HIGH64.8
25.
Craft and related trades workers
OC7
AI 40%HIGH64.1
Source: Eurostat (LFSA_EGAI2D) · ISCO-08 AI exposure mapping · Multi-factor composite risk model. Full methodology →