A new alarm is sounding in the world of work: according to a study published in March 2026 by Coface and the Observatory of Threatened and Emerging Jobs (OEM), nearly 5 million jobs in France could be threatened by artificial intelligence by 2030. That is more than 16% of the French labor market. A striking figure, but one that experts urge should be handled with caution.

A Study Making Waves

The Coface report does not predict the sudden disappearance of millions of positions overnight. Rather, it identifies jobs in which more than 30% of tasks are automatable using AI tools available today or in the near future. This distinction is fundamental: a "threatened" job is not a condemned job. It is a job where a significant portion of tasks can be handled by a machine, implying a deep transformation of the position, not necessarily its elimination.

Today, according to researchers, only 3.8% of French jobs are already concretely weakened by generative AI. Tools such as ChatGPT, Copilot, or Gemini are still primarily used as assistants rather than replacements. But the adoption curve is accelerating, and the shift could happen faster than expected.

Surprise: White-Collar Workers Are Most Exposed

Contrary to what one might imagine, it is not low-skilled jobs that are most vulnerable to AI. The study reveals that highly skilled cognitive professions top the list of threatened positions. Among them:

• Engineers and architects: assisted design, automatic code generation, plan optimization
• Legal professions: contract analysis, jurisprudential research, drafting of standard documents
• Accountants and financial analysts: data processing, report production, anomaly detection
• Business support functions: HR, administration, secretarial work, payroll management
• Translators and writers: production of structured and repetitive content

These professions share a common characteristic: they rely on codified, predictable cognitive tasks that are easily reproducible by algorithms. Generative AI excels at this type of work.

Who Is Spared?

Conversely, some sectors naturally resist automation, not due to a lack of technological power, but because the tasks involve a physical presence, manual dexterity, or irreplaceable human interaction. The least exposed sectors according to the Coface study are:

• Cleaning and maintenance: only 5.4% of jobs affected
• Catering and hospitality: 7.8%
• Agriculture and fishing: 7.9%
• Construction and building: 8.8%

These professions require gestural skills, constant adaptation to the physical environment, and direct interaction with people. Qualities that robots and AI still struggle to reproduce at scale in unstructured contexts.

AI Also Creates Jobs

It would be reductive to see only a threat in this revolution. The labor market linked to artificial intelligence is itself booming. In April 2026, France ranks first among European countries with more than 166,000 AI-related job offers published on major platforms. The most sought-after profiles include:

• Machine learning engineer (50,000 to 80,000 € gross annually)
• Data scientist (45,000 to 70,000 €)
• Prompt engineer — the job that involves optimizing interactions with AI (40,000 to 60,000 €)
• AI ethicist, responsible for ensuring systems comply with ethical and legal rules
• AI cybersecurity specialist

These new jobs do not numerically compensate for the threatened positions, but they represent a real opportunity for workers who are willing to train and adapt.

Prepare Rather Than Endure

Faced with these upheavals, workers and companies have several options. Upskilling remains the absolute priority: learning to work with AI rather than fearing it can transform a threat into a productivity lever. Many short training courses — sometimes funded by the CPF — now make it possible to acquire the basics of prompting, data analysis, or AI-assisted project management.

For companies, the challenge is to support their teams through this transition, by clearly identifying which tasks can be delegated to automated tools, and which human skills remain irreplaceable: creativity, empathy, leadership, ethical judgment.

"AI does not replace humans, it replaces repetitive tasks. Humans who know how to use AI will replace those who don't." — A formulation circulating in HR circles that well summarizes the challenge of the decade.

What the Government Is Planning

At the political level, France has not been idle. In the context of the French presidency of the G7 in 2026, several initiatives have been launched to regulate the development of AI, particularly around digital sovereignty and the protection of workers. The state acquisition of Bull, a French supercomputer specialist, is part of this logic of technological independence.

Discussions are also underway to adapt labor law to the realities of automation: sharing the value generated by productivity gains, strengthened training rights, and protection mechanisms for the most vulnerable sectors.

An Inevitable but Manageable Transformation

The essential message from experts is clear: the AI revolution is underway and it is irreversible. But it is not synonymous with catastrophe if anticipated. Companies that integrate AI intelligently, workers who invest in upskilling, and public policies that support this transition have all the tools to turn this challenge into an opportunity.