AI Job Risk in France

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

France combines a large service economy with a strong public sector and a meaningful industrial base, so labor-market change rarely follows one simple path. What matters is not only automation pressure itself, but how that pressure interacts with regulation, institutions, and social expectations around work.

Average AI Risk

44.76 / 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

This page helps explain why France is best read through the balance between services, public institutions, and industrial work. Automation can move quickly in structured and document-heavy roles, but the pace of replacement is shaped just as much by institutional settings, labor structures, and the practical organization of work.

What Drives the Score

France includes strong service sectors, public-facing work, and industrial activity that each respond differently to automation pressure. AI support moves fastest where process work is standardized, while institutional responsibility, customer-facing roles, and regulated environments often slow visible displacement.

What Holds Up Better

The work that remains strongest is work tied to institutional context and human coordination. Where a role depends on explanation, regulated accountability, or adaptation to how organizations actually operate, human value tends to hold up longer.

What This Page Does Not Claim

This page is not a claim that every part of the French economy follows one labor model. The score becomes more useful when read with institutional structure, sector mix, and the difference between routine processing and roles shaped by regulation or organizational context.

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	Proofreader	73
8	Receptionist	73
9	Software Tester	73
10	Insurance Underwriter	72
11	Data Analyst	72
12	Civil Drafter	72
13	Paralegal	72
14	Translator	71
15	Taxi Driver	71
16	Travel Agent	70
17	Bank Teller	69
18	System Administrator	68
19	Tax Preparer	67
20	Train Operator	67

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	Athletic Coach	16
13	Veterinarian	17
14	Doctor	18
15	Professor	18
16	Social Worker	20
17	Air Traffic Controller	20
18	Fitness Trainer	20
19	Elevator Technician	21
20	Aircraft Mechanic	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
Media	60.83
Finance	58.67
Technology	51.13
Transportation	45.3
Legal	42.75
Agriculture	42.25
Manufacturing	40.88
Hospitality	35.54
Construction	34.25
Education	31.58
Healthcare	26.13

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