💻 Software & IT

3 occupations, 21 tasks: 7 replaced, 9 being replaced, 5 to be replaced.

ReplacedBeing replacedWill be replaced

Software Engineer

Being replaced

Designs, writes, tests and maintains software systems.

Replaced now30%
Replacement year2030
Frontend DeveloperBackend DeveloperQA Engineer

Operations Engineer

Being replaced

Handles deployment, monitoring and incident response.

Replaced now50%
Replacement year2028
Systems Operations

Data Analyst

Being replaced

Pulls data, builds reports, analyzes the business and makes recommendations.

Replaced now25%
Replacement year2027
Business Analytics