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How an interpreter / translator can use AI, task by task

O*NET 27-3091.00: Interpreters and TranslatorsMedian pay $60,170/year (BLS, May 2025)17 tasksJob Zone 4: Considerable preparation

Interpret oral or sign language, or translate written text from one language into another.

Type your own title and every prompt on this page updates to match. Also called: American Sign Language Interpreter (ASL Interpreter), Court Interpreter, Educational Interpreter, Interpreter, Linguist, Medical Interpreter, Sign Language Interpreter, Spanish Interpreter, Spanish Translator, Translator.

Where AI fits in this job

AI-ready 28%AI-assist 60%Stays human 12%

Share of the job's tasks, weighted by how important and how frequent each task is (O*NET ratings). 4 AI-ready, 12 AI-assist and 1 human-led tasks out of 17. This measures where AI can help, not whether the job will disappear.

Information & paperwork
Thinking & planning
People & communication
Leading & teaching
Hands-on & physical

Shape of the job: importance of each kind of work activity (O*NET, 1 to 5).

💪 Lean into these

Core tasks that stay human. These skills get more valuable as the routine work gets automated.

  1. Follow ethical codes that protect the confidentiality of information.Watch & inspect · Several times a day

🔒 Many of these tasks involve people's information. Remove names and identifying details before using AI, or use only a tool your employer has approved.

AI can draft these 4

AI produces a usable first pass. You review it, fix it and own it.

Refer to reference materials, such as dictionaries, lexicons, encyclopedias, and computerized terminology banks, as needed to ensure translation accuracy.

Daily

AI is a patient tutor for new rules and techniques.

Show prompt & steps

AI is a patient personal tutor. It explains new rules, techniques and technology at your level, quizzes you and builds a study plan.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to refer to reference materials, such as dictionaries, lexicons, encyclopedias, and computerized terminology banks, as needed to ensure translation accuracy.

Context: The work draws on foreign language, law and government and administrative.
Project: [design, artwork, safety research]
Question: [what you need to know]

Summarize relevant knowledge and sources. Use examples from my line of work, quiz me with 5 questions one at a time, and list trustworthy sources.

10-minute exercise: Research to inform my work

Step 1Pick a real example: the next time you refer to reference materials (today).
Step 2Fill in [Project] and [Question] with the real details, then run the prompt.
Step 3Check one claim against an official or professional source.

AI's knowledge has a cutoff date. For new regulations and standards, always confirm against the official source.

Importance 4.4/5 · core task · O*NET work activity: Conduct research to inform art, designs, or other work..

Compile information on content and context of information to be translated and on intended audience.

Daily

AI handles forms, records and routine paperwork for you to verify.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 80% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Forms, records, data entry, scheduling and routine paperwork are where AI saves the most time. It drafts, sorts, extracts and reformats while you verify.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to compile information on content and context of information to be translated and on intended audience.

Context: We use Microsoft Access and Microsoft Excel.
Project: [system, production, investigation]
Materials: [scripts, settings, notes]

Organize into a documentation structure with a table of contents and gaps. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Technical documentation pack

Step 1Pick a real example: the next time you compile information on content and context of information (today).
Step 2Fill in [Project] and [Materials] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Importance 4.2/5 · core task · O*NET work activity: Compile technical information or documentation..

Check translations of technical terms and terminology to ensure that they are accurate and remain consistent throughout translation revisions.

Daily

AI is a tireless first-pass checker.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 50% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is a tireless proofreader. It catches inconsistencies, missing fields and errors across documents and data, so your review time goes on what matters.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to check translations of technical terms and terminology to ensure that they are accurate and remain consistent throughout translation revisions.

Context: We use Ashkon Translation Pad; the work draws on foreign language, law and government and administrative.
Data: [paste sample entries]
Source: [what it was entered from]

Find likely errors and suggest validation rules. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Data entry verification

Step 1Pick a real example: the next time you check translations of technical terms and terminology (today).
Step 2Fill in [Data] and [Source] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Importance 4.3/5 · core task · O*NET work activity: Verify accuracy of data..

Check original texts or confer with authors to ensure that translations retain the content, meaning, and feeling of the original material.

Weekly

AI is a tireless first-pass checker.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 42% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI is a tireless proofreader. It catches inconsistencies, missing fields and errors across documents and data, so your review time goes on what matters.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to check original texts or confer with authors to ensure that translations retain the content, meaning, and feeling of the original material.

Context: The work draws on foreign language, law and government and administrative.
Data: [paste sample entries]
Source: [what it was entered from]

Find likely errors and suggest validation rules. Make a table: requirement, met / not met / unclear, and the exact evidence.

10-minute exercise: Data entry verification

Step 1Pick a real example: the next time you check original texts (this week).
Step 2Fill in [Data] and [Source] with the real details, then run the prompt.
Step 3Do your usual review too, and note what AI caught and what it missed.

AI can miss things and sound sure about it. Use it to catch extra problems, not as the final check.

Importance 4.3/5 · O*NET work activity: Verify accuracy of data..

AI can help you prep these 12

AI speeds up the prep, drafting or thinking. The core of the task is still yours.

Translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible.

Several times a day

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 60% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to translate messages simultaneously or consecutively into specified languages, orally or by using hand signs, maintaining message content, context, and style as much as possible.

Context: We use Google Translate Client and jalada GmbH Just Translate; the work draws on foreign language, law and government and administrative.
Text: [paste, no personal data]
Language and audience: [describe]

Translate and note terms that need a human check. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Translation helper

Step 1Pick a real example: the next time you translate messages simultaneously or consecutively.
Step 2Fill in [Text] and [Language and audience] with the real details, then run the prompt.
Step 3Have a qualified translator check anything important.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.7/5 · core task · O*NET work activity: Translate information for others..

Identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors.

Daily

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 14% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors.

Context: We use Google Translate Client and jalada GmbH Just Translate; the work draws on foreign language, law and government and administrative.
Text: [paste, no personal data]
Language and audience: [describe]

Translate and note terms that need a human check. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Translation helper

Step 1Pick a real example: the next time you identify and resolve conflicts (today).
Step 2Fill in [Text] and [Language and audience] with the real details, then run the prompt.
Step 3Have a qualified translator check anything important.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.3/5 · core task · O*NET work activity: Translate information for others..

Listen to speakers' statements to determine meanings and to prepare translations, using electronic listening systems as necessary.

Daily

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 68% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to listen to speakers' statements to determine meanings and to prepare translations, using electronic listening systems as necessary.

Context: We use Electronic dictionaries and Google Translate Client; the work draws on foreign language, law and government and administrative.
Text: [paste, no personal data]
Language and audience: [describe]

Translate and note terms that need a human check. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Translation helper

Step 1Pick a real example: the next time you listen to speakers' statements (today).
Step 2Fill in [Text] and [Language and audience] with the real details, then run the prompt.
Step 3Have a qualified translator check anything important.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.5/5 · core task · O*NET work activity: Translate information for others..

Compile terminology and information to be used in translations, including technical terms such as those for legal or medical material.

Weekly

AI preps the paperwork; approving and paying stay with you.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 71% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

AI can prep the paperwork, extract details from documents and make checklists. Approving, paying and verifying stay with you.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to compile terminology and information to be used in translations, including technical terms such as those for legal or medical material.

Context: We use Microsoft Access and Microsoft Excel.
Project: [system, production, investigation]
Materials: [scripts, settings, notes]

Organize into a documentation structure with a table of contents and gaps. Point out anything missing or inconsistent and suggest a template I can reuse.

10-minute exercise: Technical documentation pack

Step 1Pick a real example: the next time you compile terminology and information (this week).
Step 2Fill in [Project] and [Materials] with the real details, then run the prompt.
Step 3Save the template and use it on the next one. Time both. Confirm the rules against the current official source.

Personal, financial and health data shouldn't go into AI tools unless your employer has approved one for it.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 4.5/5 · core task · O*NET work activity: Compile technical information or documentation..

Adapt translations to students' cognitive and grade levels, collaborating with educational team members as necessary.

Daily

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 34% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to adapt translations to students' cognitive and grade levels, collaborating with educational team members as necessary.

Context: We use Adapt It and Google Translate Client; the work draws on foreign language, law and government and administrative.
Text: [paste, no personal data]
Language and audience: [describe]

Translate and note terms that need a human check. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Translation helper

Step 1Pick a real example: the next time you adapt translations (today). Leave out names and identifying details.
Step 2Fill in [Text] and [Language and audience] with the real details, then run the prompt.
Step 3Have a qualified translator check anything important.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.4/5 · O*NET work activity: Translate information for others..

Proofread, edit, and revise translated materials.

Weekly

AI drafts the structure and wording; the specifics and sign-off are yours.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 28% of those conversations; the rest were back-and-forth with the person. This label was updated from real usage data.

Show prompt & steps

AI can draft the structure and standard wording. The specifics, the judgment calls and the sign-off are yours.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to proofread, edit, and revise translated materials.

Context: We use Microsoft Word.
Text: [paste]
Audience and purpose: [who reads it and why]

Edit for clarity, structure and tone. Show changes as a list with reasons, then the clean version.

10-minute exercise: Edit for clarity

Step 1Pick a real example: the next time you proofread, edit, and revise translated materials (this week).
Step 2Paste it into [Text] and fill in [Audience and purpose].
Step 3Accept only the edits you agree with and check facts weren't changed.

AI will happily make up numbers, names and dates. Every fact in the draft needs checking against your source.

Importance 3.9/5 · O*NET work activity: Edit written materials..

Educate students, parents, staff, and teachers about the roles and functions of educational interpreters.

Monthly

AI builds you an answer bank; exceptions and the human touch are yours.

Show prompt & steps

Build a personal answer bank with AI for the questions you get every day. In the moment, the human touch and the judgment about exceptions are yours.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to educate students, parents, staff, and teachers about the roles and functions of educational interpreters.

Context: The work draws on foreign language, law and government and administrative.
Topic: [flower care, program info]
Audience: [customers, parents]

Write short tips and answers. Keep answers to 2-3 sentences and flag any that depend on the situation.

10-minute exercise: Customer education

Step 1Pick a real example: the next time you educate students, parents and staff. Leave out names and identifying details.
Step 2Fill in [Topic] and [Audience] with the real details, then run the prompt.
Step 3Save the answers you'd actually use and tweak each one the first time you send it.

Don't paste customers' personal details into AI tools. Describe the situation instead.

Importance 4.0/5 · O*NET work activity: Provide educational information to the public..

Adapt software and accompanying technical documents to another language and culture.

Weekly

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 73% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to adapt software and accompanying technical documents to another language and culture.

Context: We use Hypertext markup language HTML and Extensible hypertext markup language XHTML; the work draws on foreign language, law and government and administrative.
Text: [paste, no personal data]
Language and audience: [describe]

Translate and note terms that need a human check. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Translation helper

Step 1Pick a real example: the next time you adapt software and accompanying technical documents (this week).
Step 2Fill in [Text] and [Language and audience] with the real details, then run the prompt.
Step 3Have a qualified translator check anything important.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 4.2/5 · O*NET work activity: Translate information for others..

Train and supervise other translators or interpreters.

Monthly

AI preps the materials; reading the room is you.

Show prompt & steps

AI preps the materials: lesson outlines, quizzes, examples, practice scenarios. Reading the room and coaching people is still you.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to train and supervise other translators or interpreters.

Context: We use Microsoft PowerPoint; the work draws on foreign language, law and government and administrative.
Process: [models, methods]
Staff: [describe]

Plan a demonstration and practice. Include timings, a realistic practice scenario from my work, and a short check for understanding with answers.

10-minute exercise: Process training

Step 1Pick a real example: the next time you train and supervise other translators or interpreters.
Step 2Fill in [Process] and [Staff] with the real details, then run the prompt.
Step 3Swap one AI example for a real story from your own work. Real stories are what people remember.

Check that every procedure in the material matches your workplace's actual standards.

Importance 3.8/5 · O*NET work activity: Train others on work processes..

Read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.

Monthly

AI helps you prepare clearer wording and likely questions.

📊 Real AI use (Anthropic Economic Index, Apr 2026 to May 2026): AI completed the task directly in 71% of those conversations; the rest were back-and-forth with the person.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to read written materials, such as legal documents, scientific works, or news reports, and rewrite material into specified languages.

Context: We use Google Translate Client and jalada GmbH Just Translate; the work draws on foreign language, law and government and administrative.
Text: [paste, no personal data]
Language and audience: [describe]

Translate and note terms that need a human check. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Translation helper

Step 1Pick a real example: the next time you read written materials.
Step 2Fill in [Text] and [Language and audience] with the real details, then run the prompt.
Step 3Have a qualified translator check anything important. Confirm the rules against the current official source.

Rules, prices and policies change. Make sure AI is working from your current official version.

Rules and regulations vary by place and change often. Confirm against the official source before relying on anything.

Importance 3.7/5 · O*NET work activity: Translate information for others..

Discuss translation requirements with clients and determine any fees to be charged for services provided.

Monthly

AI helps you prepare questions; the listening is yours.

Show prompt & steps

Use AI to prepare better questions and to organize your notes afterward. Listening to the person in front of you is yours.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to discuss translation requirements with clients and determine any fees to be charged for services provided.

Context: We use Ashkon Translation Pad; the work draws on foreign language, law and government and administrative.
Project: [design, craft, presentation]
What I need to know: [goals, budget, audience, constraints]

Write brief-taking questions and a summary template. Order the questions sensibly, add follow-ups for vague answers, and give me a note-taking template.

10-minute exercise: Client brief interview

Step 1Pick a real example: the next time you discuss translation requirements with clients and determine any fees. Leave out names and identifying details.
Step 2Fill in [Project] and [What I need to know] with the real details, then run the prompt.
Step 3Read the summary back to the client to confirm.

Don't record people or paste their answers into AI without consent and your employer's approval.

Importance 3.5/5 · O*NET work activity: Confer with clients to determine needs..

Travel with or guide tourists who speak another language.

Monthly

AI helps you prepare clearer wording and likely questions.

Show prompt & steps

Use AI to prepare: simpler wording, analogies, likely questions and a one-page handout. The conversation itself is yours.

Ready-to-use prompt

I work as an interpreter / translator. Part of my job is to travel with or guide tourists who speak another language.

Context: We use Hypertext markup language HTML and Extensible hypertext markup language XHTML; the work draws on foreign language, law and government and administrative.
Text: [paste, no personal data]
Language and audience: [describe]

Translate and note terms that need a human check. Use plain language, one everyday analogy, and the questions people are most likely to ask with short answers.

10-minute exercise: Translation helper

Step 1Pick a real example: the next time you travel with guide tourists who speak another language.
Step 2Fill in [Text] and [Language and audience] with the real details, then run the prompt.
Step 3Have a qualified translator check anything important.

Rules, prices and policies change. Make sure AI is working from your current official version.

Importance 3.5/5 · O*NET work activity: Translate information for others..

These stay human 1

They need your hands, your presence or your accountable judgment. Lean into them: they get more valuable as routine work is automated.

📏 Measured in this job (O*NET work context): Face-to-face discussions: every day · Contact with others: constant contact with others · Frequency of decisions: every day · Impact of decisions: important results

Follow ethical codes that protect the confidentiality of information.

Several times a day

Needs your eyes on site. AI can build the checklist and the report.

Show prep prompt & steps

Where AI still helps: AI can build your inspection checklists, explain standards and turn your notes and photos into clean reports.

Prep prompt

I work as an interpreter / translator. Part of my job is to follow ethical codes that protect the confidentiality of information.

Context: The work draws on foreign language, law and government and administrative.
Work setting: [describe]
Requirements: [safety, confidentiality, specs]

Make a checklist of what to check daily and how to fix issues. Group it by area, say what 'good' and 'bad' look like for each item, and add a short template for writing up what I find.

10-minute exercise: Safe work environment check

Step 1Pick a real example: the next time you follow ethical codes.
Step 2Fill in [Work setting] and [Requirements] with the real details, then run the prompt.
Step 3Take it with you next time, tick it alongside your usual routine, and add anything it missed.

Importance 4.9/5 · core task · O*NET work activity: Monitor work environment to ensure safety or adherence to specifications.. Also involves: Maintain security..

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Your next moves

Skills to build

From O*NET's ratings of how important each skill is in this job, matched to which part of the work it supports.

Stays human Deepen these

They power the human-led work, which is the part of the job AI can't take over.

  • Monitoringimportance 3.6/5
    Used in: Monitoring Processes, Materials, or Surroundings

With AI Use these to work with AI

When AI does the first draft, these are the skills you use to brief it and check what comes back.

  • Reading Comprehensionimportance 3.9/5
    Used in: Interpreting the Meaning of Information for Others
  • Active Listeningimportance 4.0/5
    Used in: Interpreting the Meaning of Information for Others
  • Speakingimportance 4.1/5
    Used in: Interpreting the Meaning of Information for Others
  • Writingimportance 3.8/5
    Used in: Interpreting the Meaning of Information for Others

Where you could move

Related jobs from O*NET with the closest skill profile, favouring ones where more of the work stays human. No step down in preparation.

Getting into this job

Bachelor's degree is most common (55% of workers)

  • High school or less 8%
  • Certificate or some college 1%
  • Associate's 4%
  • Bachelor's 55%
  • Graduate degree 32%
  • On-the-job training: 1–3 months
  • Related experience: 1–2 years
  • Professional certification: important (4.0/5)

What workers in this job report, from O*NET surveys (typical values).

Software in this job

In-demand tools from O*NET. Many now have AI built in, so check what yours can do before adding a new tool.

Hypertext markup language HTMLMicrosoft AccessMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft Word