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
Science and Engineering · High replacement risk
Science and Engineering · High replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Moderate replacement risk
Science and Engineering · Low replacement risk
Science and Engineering · Very low replacement risk
Science and Engineering · Very low replacement risk