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PL · 2026 Data

Riskiest Jobs in Poland

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

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1.
Food preparation assistants
OC94
AI 70%HIGH72.1
2.
Elementary occupations
OC9
AI 65%HIGH71.1
3.
Other clerical support workers
OC44
AI 60%HIGH71.0
4.
Numerical and material recording clerks
OC43
AI 70%HIGH70.8
5.
General and keyboard clerks
OC41
AI 75%HIGH70.7
6.
Clerical support workers
OC4
AI 70%HIGH70.5
7.
Customer services clerks
OC42
AI 65%HIGH70.3
8.
Cleaners and helpers
OC91
AI 60%HIGH70.2
9.
Refuse workers and other elementary workers
OC96
AI 65%HIGH69.8
10.
Agricultural, forestry and fishery labourers
OC92
AI 50%HIGH69.4
11.
Business and administration associate professionals
OC33
AI 60%HIGH68.8
12.
Assemblers
OC82
AI 65%HIGH68.7
13.
Plant and machine operators and assemblers
OC8
AI 60%HIGH68.3
14.
Sales workers
OC52
AI 55%HIGH67.8
15.
Labourers in mining, construction, manufacturing and transport
OC93
AI 55%HIGH67.1
16.
Drivers and mobile plant operators
OC83
AI 55%HIGH67.0
17.
Business and administration professionals
OC24
AI 55%HIGH66.9
18.
Stationary plant and machine operators
OC81
AI 55%HIGH66.7
19.
Information and communications technicians
OC35
AI 50%HIGH66.2
20.
Service and sales workers
OC5
AI 50%HIGH66.0
21.
Handicraft and printing workers
OC73
AI 50%HIGH65.1
22.
Metal, machinery and related trades workers
OC72
AI 45%HIGH64.4
23.
Technicians and associate professionals
OC3
AI 45%HIGH64.1
24.
Hospitality, retail and other services managers
OC14
AI 45%HIGH63.9
25.
Personal service workers
OC51
AI 40%HIGH63.1
Source: Eurostat (LFSA_EGAI2D) · ISCO-08 AI exposure mapping · Multi-factor composite risk model. Full methodology →