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AI exposure report

Will AI replace Translator?

Your current mix of tasks is highly exposed to AI. Start planning how your role will shift now.

Task exposure to today's AI

70/100

Very high exposure

This is the occupation's typical task mix. Your own score can be up to 30 points higher or lower depending on how you work: routine share, people contact, judgment and how much you already use AI.

Get your personal score

Will AI replace Translator?

Not entirely. Today's AI tools can take on about 70% of the typical work in this occupation, mostly: first-draft translation The parts that stay human include: Legal and medical translation where you carry liability; Creative translation and cultural nuance; Quality in smaller languages (such as Estonian).

People who learn to use AI for the automatable parts keep the edge. The 3-phase plan below shows where to start.

Which tasks AI can take on

The largest tasks in this occupation, their share of the working week, and how much of each today's AI tools can do.

TaskAutomatable
First-draft translation 90%
Terminology management 70%
Post-editing and quality control 60%
Cultural adaptation (transcreation) 35%
Working with clients 20%

Your human edge

  • Legal and medical translation where you carry liability
  • Creative translation and cultural nuance
  • Quality in smaller languages (such as Estonian)

AI tools to try

DeepLClaude/GPT translationCAT tools + MTNeurotõlge (University of Tartu machine translation)

Related roles

  • Localization manager
  • Data and quality specialist for AI language models
  • Sworn translator / specialist translator

A 3-phase AI learning plan

Phase 1

MT + post-editing

  • Machine translation post-editing (MTPE) standards.
  • Prompted translation: glossary, tone and audience in the prompt.
  • Comparing models in your language pair.

Project

Compare 3 models on a 10-page translation and document the errors.

Phase 2

Quality and language data

  • Translation quality assessment (MQM).
  • Training data and evaluation for language models – there is demand for experts in smaller languages such as Estonian.
  • Term bases.

Project

Build a term base for one domain that AI can use.

Phase 3

Localization

  • Software and marketing localization.
  • Project management and workflows.
  • Specializing (law, medicine, engineering).

Project

Localize one website/app with AI + your own editing.
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