Listen to speakers' statements to determine meanings and to prepare translations, using electronic listening systems as…
Listen to speakers' statements to determine meanings and to prepare translations, using electronic listening systems as necessary.
Task automation exposure
High exposure
Exposure basis
[v4/median] score 68 (raw 68 | A 68 / B 85 / C 35 | modality: other) AI speech recognition and machine translation (e.g., Whisper + DeepL/GPT‑4) can reliably produce fluent translations for many language pairs, but still miss nuanced, domain‑specific, or culturally subtle meanings required for full professional quality. (capable: Whisper + DeepL (or GPT‑4) for speech‑to‑text and translation)
0 capabilities · 1 occupations
Basis
How exposure was assessed
[v4/median] score 68 (raw 68 | A 68 / B 85 / C 35 | modality: other) AI speech recognition and machine translation (e.g., Whisper + DeepL/GPT‑4) can reliably produce fluent translations for many language pairs, but still miss nuanced, domain‑specific, or culturally subtle meanings required for full professional quality. (capable: Whisper + DeepL (or GPT‑4) for speech‑to‑text and translation)
How much of this task's output current AI can produce or substantially assist.
Best current model strength on any capability this task requires.
This is an assessment of technical feasibility plus published evidence - not a forecast. Even fully automatable tasks are often not automated, because of cost, verification, liability, regulation or the fact that the task is bundled with other work.
Occupations
Occupations that perform this task (1)
Importance is the O*NET-style weight of this task within each occupation. The same task can be highly exposed but peripheral to one job and core to another.
| Occupation | Industry | Importance | Role | Occupation AI exposure |
|---|---|---|---|---|
| Interpreters and Translators | Media & creative | 4.5/5 | core | 26 |
Evidence
Evidence (0)
No evidence item is mapped to this specific task yet. The exposure figure above rests on the v1 editorial baseline and on the capability assessment, and should be treated as low-confidence. Pages with fewer than 0 evidence items are excluded from sitemaps.