Will AI replace a Backend Developer?
Estimated risk score: 64 out of 100
Moderate replacement risk
Estimate · how we score
Our take: The 'connect API A to API B' work is gone. The 'why is this slow at 99th percentile' work isn't.
Horizon: about 3 years. That is our estimate of how long until headcount in this role falls by 30% or more.
Median salary $150k a year · Engineering
What AI already does well
- Standard REST/GraphQL endpoint scaffolding and CRUD
- Database migrations and ORM schema changes
- Glue code between third-party services
What keeps you valuable
A moderate score means some of today’s tasks in this role can be automated — not that you will lose your job. People in roles like yours stay valuable by moving toward the work AI is bad at. Build on these:
- Distributed systems, consistency, and consensus protocols
- Production debugging across log aggregators and traces
- Capacity planning and infrastructure cost optimization
Keep going
The closest scores in Engineering
How we score. Each score is our estimate, from 0 to 100, of how exposed a role is to AI replacement, calibrated against published research: Goldman Sachs on generative AI (2023), McKinsey’s State of AI surveys, Brynjolfsson and Mitchell (Science, 2017) and Frey and Osborne (2013; published 2017). It is not a prediction about any one person and not career advice. Disagree with a score? Write to hello@yourstopwashit.com. Read the methodology
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