What: AI is rewriting what most jobs require, making augmentation, upskilling, and new talent models central to organisational success.

Why it is important: Organisations that prioritise upskilling, balanced AI integration, and skills-based talent management are better positioned to achieve sustainable productivity and retain critical talent.

BCG's latest analysis finds that 50% to 55% of US jobs will change materially within two to three years: not disappear, but require fundamentally different skills and ways of working. Rather than wholesale job loss, most employees will see their roles augmented, requiring new skills and higher expectations for output and adaptability. Only 10% to 15% of jobs are at risk of elimination, primarily in roles with high automation potential and limited demand expandability. The distinction between substitution and augmentation is crucial: while routine, structured tasks are increasingly automated, roles demanding judgment, interpersonal skills, and complex problem-solving are more likely to be enhanced by AI. This shift makes upskilling, reskilling, and dynamic workforce planning essential, as organisations must redesign roles, invest in talent mobility, and embed workforce strategy into broader competitive planning. Companies that move beyond cost-cutting to invest in capability building and human–AI collaboration will capture productivity gains and preserve institutional knowledge as roles change.

IADS Notes: BCG (September and November 2025) highlights the urgent need for systematic upskilling and strategic workforce transformation, with only 36% of workers feeling prepared for AI-driven change. Le Monde (October 2025) and Harvard Business Review (March 2026) confirm that leading organisations are prioritising augmentation and talent development over replacement, while Journal du Net (July 2025) documents measurable productivity gains from agentic AI. HR Dive (December 2025) shows that demand for both hard and soft skills is intensifying in hiring, with inclusive leadership now a baseline expectation. BCG (March 2026) points to the strategic elevation of HR and skills-based talent management as essential for translating AI ambition into operational results, with only 11% of companies reporting a fully developed skills taxonomy.

AI will reshape more jobs than it replaces