Industry guide

Technology jobs and AI risk

Software, data, IT, cybersecurity, and digital product roles. This guide compares replacement risk, augmentation upside, and wage protection across 16 roles.

Average replacement score: 49/100

Average augmentation score: 91/100

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

Technology job rankings

UX Designer

Technology · High replacement risk

 Game Designer

Technology · High replacement risk

 IT Support Technician

Technology · Moderate replacement risk

 Data Analyst

Technology · Moderate replacement risk

 Data Scientist

Technology · Moderate replacement risk

 Product Manager

Technology · Moderate replacement risk

 Software Developer

Technology · Moderate replacement risk

 Web Developer

Technology · Moderate replacement risk

 Cybersecurity Analyst

Technology · Moderate replacement risk

 Systems Administrator

Technology · Moderate replacement risk

 QA Tester

Technology · Moderate replacement risk

 DevOps Engineer

Technology · Moderate replacement risk

 Cloud Engineer

Technology · Moderate replacement risk

 AI Engineer

Technology · Moderate replacement risk

 Database Administrator

Technology · Moderate replacement risk

 Network Engineer

Technology · Moderate replacement risk