Economy Profile Working Age Population (Millions) 1 / 2 Poland 26.7 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 Broader application of Environmental, Social and Governance (ESG) standards Encryption and cybersecurity -100% +100% -100% +100% 67% 46% Investments to facilitate the green transition of your business Digital platforms and apps -100% +100% -100% +100% 59% 45% Increased adoption of new and frontier technologies Big-data analytics -100% +100% -100% +100% 53% 44% Broadening digital access Internet of things and connected devices -100% +100% -100% +100% 35% 38% Consumers becoming more vocal on environmental issues Education and workforce development technologies -100% +100% -100% +100% 34% 30% Rising cost of living for consumers Cloud computing -100% +100% -100% +100% -18% 29% Supply shortages and/or rising cost of inputs for your business E-commerce and digital trade -100% +100% -100% +100% -20% 21% Slower global economic growth Artificial intelligence (e.g. machine learning, neural networks) -100% +100% -100% +100% -63% 18% Role outlook Contextual indicators Churn in five years INDICATORS 0% 100% 21% Five-year structural labour-force churn (percent) Global 23% Labour force participation 61% Key roles for business transformation Roles most selected by organizations surveyed (as either growing, stable or declining), ordered by net role Vulnerable employment 16% 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 3% 90% 40% AI and Machine Learning Specialists Unemployment rate among workers with basic 7% edu. 48% 35% Business Intelligence Analysts Unemployment rate among workers with 2% advanced edu. 21% 26% Devops Engineers Secondary Education Attainment 88% 11% 12% Human Resources Specialists Tertiary Education Attainment 28% 14% 19% Accountants and Auditors Ease of finding skilled employees in local labour market 3.97 1=Companies cannot easily find skilled employees, 7=Companies can easily find skilled employees 13% 24% Business Development Professionals Fill vacancies by hiring foreign labour 3.82 1=Companies cannot fill vacancies by hiring foreign labour, 7=Companies can fill vacancies by hiring foreign Sales Representatives, Wholesale and labour 6% 14% … Manufacturing, Technical and Scientific Country investment in mid-career training 3.04 1=Government does not invest in mid-career training, 7=Government invests in mid-career training 7% 14% General and Operations Managers Workers' Rights Index Accounting, Bookkeeping and Payroll 3 8% 29% 5+=No guarantee of rights due to the breakdown of the rule of law, 1=Sporadic violations of rights Clerks Level of National Compliance with Labour Rights 17% 17% Assembly and Factory Workers 1 10=The worst possible score, lower levels of compliance, 0=The best possible score, higher levels of compliance 41% 42% Data Entry Clerks 49% 35% Administrative and Executive Secretaries