will AI replace translators?
Will AI replace translators? Nobody knows. In conversations the Anthropic Economic Index matched to translation tasks, 37% stayed hands-on and 63% handed the task off. That's usage, not job loss. This isn't job advice.
Includes a sort-the-real-tasks widget built on the Anthropic Economic Index — hands-on or hands-off, then the real split.
| Task (verbatim) | Hands-on | Hands-off |
|---|---|---|
| Identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors. | 86% | 14% |
| Translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible. | 39% | 61% |
| Proofread, edit, and revise translated materials. | 73% | 27% |
| Check translations of technical terms and terminology to ensure that they are accurate and remain consistent throughout translation revisions. | 42% | 58% |
| Read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages. | 29% | 71% |
| Compile terminology and information to be used in translations, including technical terms such as those for legal or medical material. | 31% | 69% |
| Adapt translations to students' cognitive and grade levels, collaborating with educational team members as necessary. | 62% | 38% |
| Listen to speakers' statements to determine meanings and to prepare translations, using electronic listening systems as necessary. | 43% | 57% |
| Check original texts or confer with authors to ensure that translations retain the content, meaning, and feeling of the original material. | 62% | 38% |
| Compile information on content and context of information to be translated and on intended audience. | 20% | 80% |
| Adapt software and accompanying technical documents to another language and culture. | 26% | 74% |
Interpreters and Translators ranks 26 of 718 occupations by share of matched Claude usage (0.93%). Across every matched conversation for this occupation, 37% stayed hands-on and 63% were handed off. 11 of 17 tasks are published above; the rest are withheld for privacy, not zero. Period: May 2026. The index has no slice called 'translators'; the closest published occupation is Interpreters and Translators, and that is what these numbers describe.
This page counts conversations matched to translation tasks, not people. Most of the humans in those conversations are probably not interpreters and translators themselves. The data has no trend line, so it can't show usage rising or falling, and it says nothing at all about whether jobs in this field are growing, shrinking, safe, or at risk. Don't use this page to decide whether to enter, stay in, or leave this line of work, in either direction.
Source: the Anthropic Economic Index (CC BY 4.0), period May 2026, snapshot 2026-06-24. See every job on the task-by-task exposure checker. These numbers describe Interpreters and Translators, not translators generally.