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ManpowerGroup: Global QMR Q4 2023 | 96 Employed and Unemployed Population over Time 2023 Total Workforce Index (TWI) Hiring Demand Trend Hiring Demand Trend by Selected Industry Artificial Intelligence ManpowerGroup: Global QMR Q4 2023 | 96 Source: https://www.mpgtalentsolutions.com/en/twi Top Third of Countries Middle Third of Countries Bottom Third of Countries Singapore 3, 4 3, 49 3, 3,9 Employed Population in Thousands 3 9 9 3. % 3.2% 2.9% 2. % 2.0% 2.4% 2.2% 2. % 2. % 2.0% . % .9% 2.0% 4 2 3 4 2 3 4 2 3 4 2020 202 2022 2023 Unemployed Workers in Thousands and Unemployment Rate 2023 Oxford Insights Government AI Readiness Index ranked 2 nd out of 193 countries. ▪ The 20 9 'National Artificial Intelligence Strategy' provided long term objectives of responsible AI development. ▪ 'Model AI Governance Framework' provides voluntary guidelines while 'AI erify' is a voluntary self-assessment tool to consider the ethical performance of an organisation's AI system. Frameworks based on industry sectors are being developed. ▪ Establishment of the 'Advisory Council on the Ethical Use of AI and Data'. ▪ A Signatory to the Bletchley Park Declaration and Global Partnership of AI. https://bowergroupasia.com/ai-policy-and-regulatory-frameworks-take-shape-in-apac/ https://oxfordinsights.com/ai-readiness/ai-readiness-index/ Global TWI Ranking (out of 64) Global Ranking 2 4 42 1 2 Regional Ranking 1 2 10 1 1 Regional TWI Ranking (out of 11) TalentNeuron https://www.singstat.gov.sg