Industry guide

Science and Engineering jobs and AI risk

Engineering, research, analysis, design, and technical field work. This guide compares replacement risk, augmentation upside, and wage protection across 17 roles.

Average replacement score: 46/100

Average augmentation score: 85/100

Averages are directional. Individual task mix matters more than job title alone.

Science and Engineering job rankings