Economy Profile Working Age Population (Millions) 1 / 2 France 46.6 Trend outlook Global trends and their impact on job creation Technologies and their impact on job creation Trends most most likely to drive industry transformation and their expected impact job creation, ordered by net Technologies most most likely to drive industry transformation and their expected impact job creation, ordered effect (share of organizations surveyed) by net effect (share of organizations surveyed) Job creator Job displacer Net effect Global net effect Job creator Job displacer Net effect Global net effect Investments to facilitate the green transition of your business Big-data analytics -100% +100% -100% +100% 60% 57% Climate-change induced investments into adapting operations Encryption and cybersecurity -100% +100% -100% +100% 57% 53% Increased adoption of new and frontier technologies Digital platforms and apps -100% +100% -100% +100% 56% 44% Broader application of Environmental, Social and Governance (ESG) standards Education and workforce development technologies -100% +100% -100% +100% 54% 38% Consumers becoming more vocal on environmental issues Internet of things and connected devices -100% +100% -100% +100% 37% 34% Broadening digital access Cloud computing -100% +100% -100% +100% 29% 28% Consumers becoming more vocal on social issues E-commerce and digital trade -100% +100% -100% +100% 27% 26% Supply shortages and/or rising cost of inputs for your business Artificial intelligence (e.g. machine learning, neural networks) -100% +100% -100% +100% -12% 24% Role outlook Contextual indicators Churn in five years INDICATORS 0% 100% 19% Five-year structural labour-force churn (percent) Global 23% Labour force participation 59% Key roles for business transformation Roles most selected by organizations surveyed (as either growing, stable or declining), ordered by net role Vulnerable employment 8% growth, and their net growth and structural churn (percent) Share of youth not in employment, education, or NET GROWTH ECONOMY GLOBAL 11% ROLES -50% 0 50% CHURN CHURN training (NEET) Unemployment rate 7% 49% 40% AI and Machine Learning Specialists Unemployment rate among workers with basic 12% edu. 44% 34% Data Analysts and Scientists Unemployment rate among workers with 5% advanced edu. 18% 24% Business Development Professionals Secondary Education Attainment 72% 12% 25% Project Managers Tertiary Education Attainment 32% Accounting, Bookkeeping and Payroll 14% 29% Ease of finding skilled employees in local labour market Clerks 4.08 1=Companies cannot easily find skilled employees, 7=Companies can easily find skilled employees 6% 17% Financial Analysts Fill vacancies by hiring foreign labour 3.81 1=Companies cannot fill vacancies by hiring foreign labour, 7=Companies can fill vacancies by hiring foreign labour 19% 17% Assembly and Factory Workers Country investment in mid-career training 4.31 Business Services and Administration 1=Government does not invest in mid-career training, 7=Government invests in mid-career training 19% 22% Managers Workers' Rights Index 2 22% 14% General and Operations Managers 5+=No guarantee of rights due to the breakdown of the rule of law, 1=Sporadic violations of rights Level of National Compliance with Labour Rights 21% 35% Administrative and Executive Secretaries 1 10=The worst possible score, lower levels of compliance, 0=The best possible score, higher levels of compliance 34% 42% Data Entry Clerks