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COUNTRY PROFILE · FRA

France 🇫🇷

Emerging disruption pressure across 44 representative jobs covering 91.2% of the country's modelled GDP. This is an evidence index, not a forecast of unemployment.

JOB DOOM25.2out of 100GDP-weighted disruption profile, not an unemployment forecast
Job Doom
25.2
GDP coverage
91.2%
Confidence
71/100
Economic data
2025
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GDP-WEIGHTED REPRESENTATIVE WORK

Jobs shaping France's score

GDP shares are transparent estimates derived from World Bank sector value added and a fixed sector-to-occupation allocation. They describe economic importance, not the percentage of workers in each job.

44 of 44 jobs

  1. Retail salespersons

    Trade, transport and distribution
    Estimated GDP share
    4.30%
    Job Doom
    31.8
    Confidence
    68/100
    Job evidence →

  2. Customer service representatives

    Business, finance and digital services
    Estimated GDP share
    3.44%
    Job Doom
    60.3
    Confidence
    70/100
    Job evidence →

  3. Heavy truck and lorry drivers

    Trade, transport and distribution
    Estimated GDP share
    3.18%
    Job Doom
    8.6
    Confidence
    70/100
    Job evidence →

  4. Registered nurses

    Public, health and education services
    Estimated GDP share
    3.12%
    Job Doom
    12.2
    Confidence
    80/100
    Job evidence →

  5. Primary school teachers

    Public, health and education services
    Estimated GDP share
    2.90%
    Job Doom
    15.0
    Confidence
    76/100
    Job evidence →

  6. General and operations managers

    Business, finance and digital services
    Estimated GDP share
    2.86%
    Job Doom
    21.0
    Confidence
    72/100
    Job evidence →

  7. Secondary school teachers

    Public, health and education services
    Estimated GDP share
    2.67%
    Job Doom
    27.0
    Confidence
    75/100
    Job evidence →

  8. Secretaries and administrative assistants

    Business, finance and digital services
    Estimated GDP share
    2.58%
    Job Doom
    46.0
    Confidence
    72/100
    Job evidence →
  9. Estimated GDP share
    2.56%
    Job Doom
    9.4
    Confidence
    65/100
    Job evidence →

  10. Hotel and office cleaners

    Hospitality and personal services
    Estimated GDP share
    2.42%
    Job Doom
    4.2
    Confidence
    67/100
    Job evidence →

  11. Cashiers and ticket clerks

    Trade, transport and distribution
    Estimated GDP share
    2.39%
    Job Doom
    18.6
    Confidence
    71/100
    Job evidence →

  12. Accountants and auditors

    Business, finance and digital services
    Estimated GDP share
    2.29%
    Job Doom
    37.8
    Confidence
    73/100
    Job evidence →

  13. Software developers

    Business, finance and digital services
    Estimated GDP share
    2.29%
    Job Doom
    34.8
    Confidence
    66/100
    Job evidence →

  14. Government administration officers

    Public, health and education services
    Estimated GDP share
    2.23%
    Job Doom
    24.2
    Confidence
    74/100
    Job evidence →

  15. Medical practitioners

    Public, health and education services
    Estimated GDP share
    2.23%
    Job Doom
    11.7
    Confidence
    69/100
    Job evidence →

  16. Nursing assistants

    Public, health and education services
    Estimated GDP share
    2.23%
    Job Doom
    7.6
    Confidence
    64/100
    Job evidence →

  17. Cooks

    Hospitality and personal services
    Estimated GDP share
    2.16%
    Job Doom
    7.1
    Confidence
    69/100
    Job evidence →

  18. Hotel receptionists

    Hospitality and personal services
    Estimated GDP share
    2.16%
    Job Doom
    27.8
    Confidence
    71/100
    Job evidence →
  19. Estimated GDP share
    2.13%
    Job Doom
    6.4
    Confidence
    70/100
    Job evidence →
  20. Estimated GDP share
    2.13%
    Job Doom
    6.1
    Confidence
    71/100
    Job evidence →

  21. Data entry clerks

    Business, finance and digital services
    Estimated GDP share
    2.01%
    Job Doom
    62.7
    Confidence
    65/100
    Job evidence →

  22. Financial and investment analysts

    Business, finance and digital services
    Estimated GDP share
    2.01%
    Job Doom
    54.2
    Confidence
    71/100
    Job evidence →

  23. Market research and marketing professionals

    Business, finance and digital services
    Estimated GDP share
    2.01%
    Job Doom
    56.4
    Confidence
    70/100
    Job evidence →

  24. Waiters

    Hospitality and personal services
    Estimated GDP share
    1.91%
    Job Doom
    9.8
    Confidence
    70/100
    Job evidence →

  25. Medical records specialists

    Public, health and education services
    Estimated GDP share
    1.78%
    Job Doom
    56.1
    Confidence
    64/100
    Job evidence →

  26. Police officers

    Public, health and education services
    Estimated GDP share
    1.78%
    Job Doom
    11.9
    Confidence
    69/100
    Job evidence →

  27. Social and human service assistants

    Public, health and education services
    Estimated GDP share
    1.78%
    Job Doom
    11.5
    Confidence
    72/100
    Job evidence →

  28. Compliance and regulatory officers

    Business, finance and digital services
    Estimated GDP share
    1.72%
    Job Doom
    19.5
    Confidence
    74/100
    Job evidence →

  29. Computer programmers

    Business, finance and digital services
    Estimated GDP share
    1.72%
    Job Doom
    62.5
    Confidence
    63/100
    Job evidence →

  30. Lawyers

    Business, finance and digital services
    Estimated GDP share
    1.72%
    Job Doom
    22.2
    Confidence
    72/100
    Job evidence →

  31. Carpenters and joiners

    Construction and utilities
    Estimated GDP share
    1.61%
    Job Doom
    4.5
    Confidence
    70/100
    Job evidence →

  32. Client information workers

    Trade, transport and distribution
    Estimated GDP share
    1.59%
    Job Doom
    54.5
    Confidence
    70/100
    Job evidence →

  33. Real estate agents

    Trade, transport and distribution
    Estimated GDP share
    1.59%
    Job Doom
    28.4
    Confidence
    71/100
    Job evidence →

  34. Security guards

    Public, health and education services
    Estimated GDP share
    1.56%
    Job Doom
    7.1
    Confidence
    66/100
    Job evidence →

  35. Child care workers

    Hospitality and personal services
    Estimated GDP share
    1.53%
    Job Doom
    7.4
    Confidence
    75/100
    Job evidence →

  36. Graphic and multimedia designers

    Business, finance and digital services
    Estimated GDP share
    1.43%
    Job Doom
    38.2
    Confidence
    71/100
    Job evidence →

  37. Logistics and transport clerks

    Trade, transport and distribution
    Estimated GDP share
    1.43%
    Job Doom
    26.3
    Confidence
    76/100
    Job evidence →

  38. Supply and distribution managers

    Trade, transport and distribution
    Estimated GDP share
    1.43%
    Job Doom
    18.9
    Confidence
    82/100
    Job evidence →

  39. Technical writers

    Business, finance and digital services
    Estimated GDP share
    1.43%
    Job Doom
    46.1
    Confidence
    67/100
    Job evidence →

  40. Travel consultants

    Hospitality and personal services
    Estimated GDP share
    1.40%
    Job Doom
    42.5
    Confidence
    67/100
    Job evidence →
  41. Estimated GDP share
    1.39%
    Job Doom
    14.9
    Confidence
    77/100
    Job evidence →
  42. Estimated GDP share
    1.39%
    Job Doom
    14.0
    Confidence
    82/100
    Job evidence →

  43. Building electricians

    Construction and utilities
    Estimated GDP share
    1.34%
    Job Doom
    6.7
    Confidence
    70/100
    Job evidence →

  44. Infrastructure maintenance workers

    Construction and utilities
    Estimated GDP share
    1.34%
    Job Doom
    6.1
    Confidence
    71/100
    Job evidence →
EVIDENCE OVER TIME

Country score progression

Historical country points reuse the same current GDP weights so changes represent new occupation evidence rather than changes in economic composition.

025507510028.92025-0525.22026-0325.22026-06
  1. 28.9
  2. 25.2
  3. 25.2
ECONOMIC BASIS

Sector profile and provenance

Reported sector shares. The latest available value is used for each top-level sector. Manufacturing is shown inside industry and is not added to the 100% total a second time.

Agriculture
1.6%
Industry
18.8%
Manufacturing within GDP
10.7%
Services
79.6%
DOOMBENCH ASSOCIATIONS

People and companies

Associations reuse reviewed People country codes and Company headquarters data. They support navigation only and never change a country or job score.

People (2)

  1. Yann LeCunNew York University / Meta
  2. Yoshua BengioMila / Université de Montréal

Companies (4)

  1. Mistral AI 🇫🇷20 models · 18 evidence items
  2. Thales 🇫🇷0 models · 2 evidence items
  3. Airbus 🇫🇷0 models · 1 evidence items
  4. Exail Technologies 🇫🇷0 models · 1 evidence items