Backend Developer
Engineering
Replaceabilityⓘ
0%
share of tasks AI could perform today
Momentumⓘ
→
Stable
Exposure & Leverageⓘ
Medium ExposureMedium Leverage
Role Insights
↘
Shrinking
- •Boilerplate and CRUD generation — AI tools handle this faster and with fewer errors
- •Test stub generation — LLMs produce coverage scaffolding on demand
- •Repetitive debugging of well-understood error patterns