Conduct chemical and physical laboratory tests to assist scientists in making qualitative and quantitative analyses of solids, liquids, and gaseous materials for research and development of new products or processes, quality control, maintenance of environmental standards, and other work involving experimental, theoretical, or practical application of chemistry and related sciences. The percentage shown is a task-exposure model, not a prediction of certain job loss.
Combined with patient trust and complex diagnosis, this keeps a human in the loop.
O*NET 30.3 occupation tasks plus the ILO 2025 exposure framework. Scores are directional estimates.
Read ILO research →Official occupation tasks; timeline remains uncertain Scores are directional estimates and sources do not endorse this site’s exact percentage.
These roles are in Healthcare and have lower modeled task exposure. Transferability depends on your skills, location, and qualifications.
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