AI Job Risk in Germany

Artificial intelligence will transform this labor market in different ways across industries.

Jobs involving repetitive tasks are more likely to be automated, while professions requiring human interaction and physical skills remain more resilient.

What to keep in mind first

Germany is easier to read when advanced manufacturing and service-sector process work are considered together. AI pressure appears in both, but the meaning of that pressure changes depending on whether the work is anchored in industrial coordination or information handling.

Average AI Risk

42.88 / 100

Jobs Analyzed

204

How to read this page in practice

The notes below explain how to interpret the country score, what kinds of sector mix usually raise or lower it, and what this comparison can and cannot tell you.

How to Read This Country

Germany becomes clearer when its strong industrial base is separated from the service and administrative work that responds differently to automation. The country combines manufacturing depth, export-oriented operations, and structured business processes, so a useful reading depends on distinguishing operational precision from purely clerical efficiency.

What Drives the Score

Germany includes manufacturing, engineering-linked work, administration, and services, all under strong process discipline. AI pressure rises where data and procedures are tightly structured, but roles tied to industrial coordination, quality judgment, and operational responsibility remain more resistant.

What Holds Up Better

The roles that hold up best in Germany connect process with accountability. Where work depends on quality control, engineering judgment, or coordinated response inside complex systems, the human role remains more substantial.

What This Page Does Not Claim

A national average does not mean Germany's industrial base and administrative work should be treated as if they change at the same speed. Read the score with sector structure in mind, especially the difference between repeatable paperwork and work embedded in physical systems.

Jobs Most At Risk from AI

This table is a current snapshot of the jobs that appear on the higher-risk side within this country profile. It is useful as a directional comparison, not as a permanent national ranking.

Rank	Job	Risk Score
1	Data Entry Clerk	81
2	Retail Cashier	78
3	Truck Driver	77
4	Bookkeeper	75
5	Court Reporter	75
6	Accounting Clerk	74
7	Software Tester	73
8	Insurance Underwriter	72
9	Data Analyst	72
10	Civil Drafter	72
11	Paralegal	72
12	Taxi Driver	71
13	Bank Teller	69
14	System Administrator	68
15	Tax Preparer	67
16	Train Operator	67
17	QA Engineer	65
18	Mobile App Developer	64
19	Surveying Technician	64
20	Legal Assistant	64

Jobs Safest from AI

This table shows the jobs that currently appear on the lower-risk side within this country profile. Read it as a structural comparison of work, not as a guarantee that these roles will stay unchanged.

Rank	Job	Risk Score
1	Surgeon	10
2	Therapist	11
3	Plumber	11
4	Psychologist	12
5	Electrician	12
6	Judge	12
7	Paramedic	14
8	Nurse	15
9	Dentist	15
10	Psychiatrist	16
11	School Counselor	16
12	Veterinarian	17
13	Doctor	18
14	Professor	18
15	Social Worker	20
16	Air Traffic Controller	20
17	Elevator Technician	21
18	Aircraft Mechanic	22
19	Teacher	22
20	Astronomer	22

Industry Risk

This table compares the industries that shape the country score today. It is most useful for seeing which parts of the economy pull the average up or down.

Industry	Industry Average Risk Score
Retail	61.5
Finance	58.67
Technology	51.13
Transportation	45.3
Legal	42.75
Manufacturing	40.88
Energy	37.33
Construction	34.25
Education	31.58
Science	31.22
Healthcare	26.13

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