The Experience Dividend: Promoting Mid-Career Resilience in SEA’s AI Economy

This policy brief explores how Southeast Asia can better support mid-career workers as artificial intelligence reshapes the region’s labour markets. Drawing on regional consultations across SEA-6 countries (Indonesia, Philippines, Singapore, Malaysia, Vietnam, Thailand), it highlights how mid-career workers face growing risks to job stability due to systemic barriers such as limited career navigation support, financial constraints, and slow-moving skills frameworks. To address these challenges, resilience must be built at the ecosystem level through coordinated reforms including stronger career health systems, robust transition support, and more future-oriented workforce planning.

Report highlights

  • AI-driven disruption is eroding traditional entry-level pathways, increasing precarity for Southeast Asia’s young workforce.
  • Financial risks and weak transition support systems hinder adaptation in an AI-driven labour market
  • Ecosystem-wide reforms across people, pathways, and processes are critical for long-term workforce resilience

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Southeast Asia’s mid-career workforce is increasingly vulnerable as artificial intelligence transforms the nature of work. Workers aged 35–54, who make up a significant share of the labour force, face growing uncertainty as automation and AI-driven systems reshape roles traditionally reliant on experience. While their institutional knowledge remains valuable, the rapid pace of change is creating a widening gap between existing expertise and the new skills demanded in an AI-driven economy.

Despite strong motivation to adapt, mid-career workers face structural barriers that limit successful transitions. Many workforce programmes focus on training and certification but fall short in supporting job placement, career navigation, and labour market integration. As a result, workers often struggle with the “last mile” of employment—translating newly acquired skills into actual job opportunities in emerging sectors.

Financial and institutional constraints further compound these challenges. Mid-career workers face higher opportunity costs when reskilling due to family responsibilities and income pressures, while social protection systems provide limited transition support. At the same time, traditional skills frameworks struggle to keep pace with evolving industry demands, making it harder for workers to prepare for future roles.

This policy brief addresses these gaps by proposing a holistic ecosystem approach to workforce resilience. It outlines reforms across people, pathways, and processes to enable more inclusive and sustainable adaptation in Southeast Asia’s AI economy.

Key policy considerations

To improve the adaptability of mid-career workers, this brief outlines three priority areas of action targeting the entire workforce ecosystem:

  • People: From Upskilling to “Career Health” Management Workforce
    Strategies must shift toward long-term career health by combining technical training with labour market literacy and placement services. Integrating career coaching and networking ensures workers possess both the technical skills and the navigational capabilities required for sustained employability.
  • Pathways: Policies for Just and Sustainable Transitions
    Governments should mitigate the financial risks of reskilling by introducing income-contingent support and unemployment protection linked to re-employment. Implementing industry co-funded mechanisms ensures workers can transition between roles without facing significant economic hardship.
  • Process: Multidisciplinary Approaches and Futures
    Thinking To keep pace with technology, institutions must embed real-time labour market data into skills frameworks and adopt scenario planning. Aligning training systems with emerging industry needs creates an adaptive, forward-looking ecosystem prepared for shifting job demands.

This policy brief is intended to serve as a resource to spark policy dialogue and strengthen collaboration across stakeholders to better support Southeast Asia’s mid-career workforce in an AI-driven economy. As the region undergoes rapid digital transformation, ensuring that workers can transition into resilient and future-ready roles must be a shared priority.

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Cite this article

(2026, May 12). The Experience Dividend: Promoting Mid-Career Resilience in SEA’s AI Economy. Tech For Good Institute. Retrieved from https://techforgoodinstitute.org/research/tfgi-resources/the-experience-dividend-promoting-mid-career-resilience-in-seas-ai-economy/

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Mouna Aouri

Programme Fellow

Mouna Aouri is an Institute Fellow at the Tech For Good Institute. As a social entrepreneur, impact investor, and engineer, her experience spans over two decades in the MENA region, South East Asia, and Japan. She is founder of Woomentum, a Singapore-based platform dedicated to supporting women entrepreneurs in APAC through skill development and access to growth capital through strategic collaborations with corporate entities, investors and government partners.

Dr Ming Tan

Senior Fellow & Founding Executive Director

Dr Ming Tan is Senior Fellow at the Tech for Good Institute; where she served as founding Executive Director of the non-profit focused on research and policy at the intersection of technology, society and the economy in Southeast Asia. She is concurrently a Senior Fellow at and the Centre for Governance and Sustainability at the National University of Singapore and Advisor to the Founder of the COMO Group, a Singaporean portfolio of lifestyle companies operating in 15 countries worldwide. Ming was previously Managing Director of IPOS International, part of the Intellectual Property Office of Singapore. Prior to joining the public sector, she was Head of Stewardship of the COMO Group.


Ming also serves on the boards of several private companies, Singapore’s National Volunteer and Philanthropy Centre, Singapore Network Information Centre (SGNIC), and on the Digital and Technology Advisory Panel for Esplanade–Theatres on the Bay, Singapore’s national performing arts centre. Her current portfolio spans philanthropy, social impact, sustainability and innovation.