I was looking at China's 2025 workforce data and one thing surprised me. The country's largest occupational group isn't professionals or factory workers. It's craft and related trades workers at 93.6 million people. Despite their size, …

Most AI employment discussions only look at AI exposure. Japan turned out to be interesting because that approach misses half the picture. Using ILO occupation classifications and our task-based AI exposure model, I looked at Japan's 70.5 million w…

I recently analysed UK occupation data to see which job categories appear most exposed to current-generation AI systems. The results are probably not what most people here would predict. Using ONS workforce data mapped to ISCO-08 occupation groups, I a…