Is a Translator Safe From AI?
The answer changes a lot depending on which kind of translation you do. High-volume document work between common language pairs — marketing copy, manuals, UI strings — is already handled by neural MT and LLMs at near-human quality. Certified, legal, medical, and live interpreting work is not, because liability and real-time judgment still require an accountable human.
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Typical position · rung 3 of 7
Where does a Translator's work usually sit on the exposure ladder?
Translation is splitting the way QA and copywriting already have: production work converting text between common language pairs at volume is largely commoditized by neural MT and LLM post-editing. What's holding is where a human must be legally or physically accountable — certified legal and medical translation, live interpreting, and literary work where voice matters as much as accuracy. If your work is mostly document throughput, the realistic move is toward certification, live interpreting, or overseeing the AI pipeline.
- 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 Translators. 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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