Is a Web Developer Safe From AI?
The production half of the job — writing code from a clear spec — is now genuinely fast and cheap with AI coding assistants. The systems half — architecture decisions, debugging novel failures, and translating a vague business need into a working product — is not, and that's the half clients and employers still pay for.
Free. It quotes the line from your resume that decides your rung.
Typical position · rung 5 of 7
Where does a Web Developer's work usually sit on the exposure ladder?
Web development is splitting the way graphic design and paralegal work already have: the templated production side — basic CRUD apps, boilerplate from a clear spec — is exactly what AI coding tools now do fast and cheaply, hitting junior and freelance devs hardest. What hasn't moved is the systems half: architecture tradeoffs, debugging production incidents, and owning liability when something ships broken. This isn't 'coding is dead' — typing speed is no longer the bottleneck, and value is shifting toward judgment and infrastructure.
- 1Routine work only — rule-based, high-volume, scripted
- 2Routine plus real domain judgement, still done by hand
- 3Mixed routine and non-routine; adaptability rests on people skills
- 4Names specialist software used as a user — CRM, ERP, dashboards, design suites
- 5Quotes a process they automated or measurably improved
- 6Names AI or ML tooling in work they shipped, or leads work others depend on
- 7Sets AI adoption direction at organisation scale
This is where the work in this role typically lands against the seven published criteria. It is a classification, not a measurement — and it is not your rung. Yours is decided by what your own resume can evidence, not by your job title: two people with the same title land on different rungs, and that gap is the whole point. The free scan quotes the line from your resume that puts you where it puts you.
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This is the typical picture for Web Developers. Your own rung depends on what your resume can evidence — the free scan reads it and quotes the line that puts you where it puts you.
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