A facial aging clock trained on occupation-linked photos found that the gap between your biological face-age and your real age predicts all-cause mortality. The wider that gap, the higher your risk.
Women aged slower than men in every single occupation measured. No exceptions.
The ranking, from youngest-looking to oldest-looking relative to chronological age:
Athletes > service workers > sales > clerical > managers > professionals > scientists and educators.
source:
Face photo-based age acceleration predicts all-cause mortality and differs among occupations - https://www.biorxiv.org/content/10.1101/2025.04.16.649078v1
https://x.com/agingroy/status/2047745587143917991?s=20