Corpus Linguist

Corpus Linguist executes the routine duties found here and you’ll see 20 real tasks to learn from. Entries point out which choices affect client safety and daily flow. Each one shows where we found it, and comes with an AI prompt you can copy and use straight away.

20evidenced tasks
20ready prompts
8tools of the trade
27-3091.00O*NET-SOC code
52,060hold this job (US, BLS 2025)
$60,170median pay/yr (US)
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What it pays

Government survey numbers — not estimates, not ads.

Half of all Interpreters and Translators in the U.S. earn more than $60,170 a year — the middle 80% land between $37,070 and $103,660. About 52,060 people in the U.S. do this work. Figures are for the U.S. occupation group “Interpreters and Translators”. (U.S. Bureau of Labor Statistics survey, published 2025.) In India, Professionals earn about ₹38,298 a month on average — around ₹4.6 lakh a year (government PLFS survey via ILOSTAT, occupation-family figure).
$60,170typical pay / year
52,060people in this work
$103,660+top 10% earn
₹4.6 lakha year in India (family avg)
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The work, task by task

These are the real jobs-to-be-done, not a wish list. Each task shows where we found it, and the prompt underneath is written for that exact task.

Keeping the record5

Interpret spoken or sign language

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Listen to the interview audio, produce a time-aligned transcript with glosses for ambiguous signs and spoken…
Listen to the interview audio, produce a time-aligned transcript with glosses for ambiguous signs and spoken utterances, mark uncertain segments and channel (speaker A, interviewer), and deliver the draft with timestamps by Tuesday noon.
The tools that do the workHypertext markup language HTMLjob descriptionsO*NETWikipedia

Compile terminology and information for translations

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Extract candidate terms from the four stakeholder recordings, compile a bilingual glossary with source…
Extract candidate terms from the four stakeholder recordings, compile a bilingual glossary with source examples, frequency counts, and preferred target equivalents, then send the sorted list to Maria and the translation team on Friday.
The tools that do the workMicrosoft Exceljob descriptionsO*NET

Follow ethical codes protecting confidentiality

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Review the client interview transcripts for any identifying data, redact names and contact details, note…
Review the client interview transcripts for any identifying data, redact names and contact details, note sensitive passages needing anonymisation, and confirm the cleaned files meet the confidentiality checklist before uploading to the shared corpus.
The tools that do the workMicrosoft Wordjob descriptionsO*NET

Proofread, edit, and revise translated materials.

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Proofread the five translated briefs for accuracy, correct mistranslations and register mismatches, log edit…
Proofread the five translated briefs for accuracy, correct mistranslations and register mismatches, log edit justifications in the comments, and return final versions to Ahmed for sign-off by Wednesday evening.
The tools that do the workMicrosoft Wordjob descriptionsO*NET

Communicate information immediately after interpreting

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Send a concise verbal summary of the interpreted meeting to project lead Rosa within 30 minutes: key…
Send a concise verbal summary of the interpreted meeting to project lead Rosa within 30 minutes: key decisions, action items, unclear utterances, and any cultural notes affecting implementation.
The tools that do the workMicrosoft OutlookESCOWikipedia
Learning1

Convert concepts, style, and tone in source language

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Convert the technical press release into target-language copy preserving tone and narrative voice, produce…
Convert the technical press release into target-language copy preserving tone and narrative voice, produce two stylistic variants (formal and conversational), and include a short note explaining key adaptation choices for the marketing team by Monday.
The tools that do the workMicrosoft WordESCOjob descriptions
The daily work14

Build and maintain positive relationships with clients and colleagues

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Keep weekly one-on-one check-ins with Priya in research and Marco in project management to review ongoing…
Keep weekly one-on-one check-ins with Priya in research and Marco in project management to review ongoing corpus projects, surface misunderstandings, agree next actions, and note any deadlines or resourcing issues before Friday noon.
The tools that do the workMicrosoft OutlookMicrosoft Wordjob descriptions

Listen to speakers' statements to determine meanings

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Listen to the recorded speaker turns from Tuesday’s interview set, flag uncertain meanings and cultural…
Listen to the recorded speaker turns from Tuesday’s interview set, flag uncertain meanings and cultural references, produce verbatim transcriptions with timecodes, and send the annotated file with my interpretation notes to Lina by Wednesday evening.
The tools that do the workMicrosoft Wordjob descriptions

Use external resources and tools for written translation (implied for translators)

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Compile a reference packet from the bilingual glossaries, parallel texts, and frequency lists I trust, test…
Compile a reference packet from the bilingual glossaries, parallel texts, and frequency lists I trust, test new candidate translations on three sample sentences, record decisions and sources, then circulate the packet to the team by Thursday.
The tools that do the workMicrosoft ExcelAdapt ItWikipedia

Engage in historical research related to interpretation practices

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Gather primary and secondary sources on interpreting practice from the 1950–1990 period, extract methods,…
Gather primary and secondary sources on interpreting practice from the 1950–1990 period, extract methods, note shifts in equipment and training, and produce a two-page summary for the department meeting next Monday.
The tools that do the workMicrosoft WordMicrosoft ExcelWikipedia

Convert spoken communication from one language to another

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While chairing the conference booth, render speakers’ remarks into consecutive English for the visiting…
While chairing the conference booth, render speakers’ remarks into consecutive English for the visiting delegation, keep a running one-page note of clarified terms, and email the notes and any follow-up questions to Marta after the session.
The tools that do the workMicrosoft WordESCO

Retain considerable amounts of information

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Before the client call, review yesterday’s intake and memorise the list of 24 named entities and their roles,…
Before the client call, review yesterday’s intake and memorise the list of 24 named entities and their roles, rehearse pronunciations aloud twice, and bring the printed cheat-sheet to the meeting so I can rely on memory for the discussion.
The tools that do the workMicrosoft WordMicrosoft ExcelESCO

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

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Identify every disagreement in the corpus about the word duty and propose a resolution: list each sentence…
Identify every disagreement in the corpus about the word duty and propose a resolution: list each sentence where meanings diverge, explain the competing senses with examples, recommend which sense to keep for legal versus everyday registers, and mark uncertain cases for review by Maya in disputes team.
The tools that do the workMicrosoft WordMicrosoft ExcelO*NET

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

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Localise the software UI and its user guide into Mexican Spanish: produce translated strings preserving…
Localise the software UI and its user guide into Mexican Spanish: produce translated strings preserving button brevity, adapt examples and date formats for Mexico, localize screenshots and tone for small-business accountants, and deliver a proof for review by Carlos on Thursday.
The tools that do the workAdapt ItMicrosoft WordO*NET

Train and supervise other translators or interpreters.

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Train three junior interpreters for courtroom work: prepare a two-day syllabus with live sight-translation…
Train three junior interpreters for courtroom work: prepare a two-day syllabus with live sight-translation exercises, role-play cross-examination scenarios, marking criteria, and a 30-minute observation script for their first live session with me as assessor.
The tools that do the workMicrosoft PowerPointMicrosoft WordO*NET

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

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Translate the attached scientific article into fluent French suitable for peer review: preserve technical…
Translate the attached scientific article into fluent French suitable for peer review: preserve technical terms, flag ambiguous source sentences, supply a glossary of chosen equivalents, and return a tracked-change draft to Dr. Lefèvre by Wednesday.
The tools that do the workMicrosoft WordAceTools.biz Ace TranslatorO*NET

Speak, read, and write fluently in at least two languages

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Prepare to demonstrate bilingual fluency: compile ten-minute spoken scripts in English and Arabic on…
Prepare to demonstrate bilingual fluency: compile ten-minute spoken scripts in English and Arabic on immigration law, annotate pronunciation cues and register shifts, and schedule a live reading with feedback from Tariq next Tuesday.
The tools that do the workMicrosoft Wordjob descriptions

Provide accurate, culturally sensitive, and impartial interpretations

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Provide an impartial consecutive interpretation plan for a community health forum: list potential cultural…
Provide an impartial consecutive interpretation plan for a community health forum: list potential cultural triggers, propose neutral phrasing alternatives for sensitive topics, outline turn-taking signals for speakers, and deliver a one-page cheat sheet for volunteer interpreters before Saturday.
The tools that do the workBabylon Online TranslatorMicrosoft Wordjob descriptions

Take notes to aid understanding

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Listen to the recorded interviews and take timestamps with brief analytic notes on code-switching, discourse…
Listen to the recorded interviews and take timestamps with brief analytic notes on code-switching, discourse markers, pauses and speaker intent so I can map patterns across speakers tomorrow morning.
The tools that do the workMicrosoft WordESCO

Preserve meaning of original speech

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Produce a line-by-line interlinear gloss of the short speech segment, keeping literal meaning in the first…
Produce a line-by-line interlinear gloss of the short speech segment, keeping literal meaning in the first tier and a fluent English rendering below, flagging ambiguous words and cultural references for later discussion.
The tools that do the workAdapt ItESCOsee the evidence ↗

Says who?

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Activities this job lives in

The human activities behind the tasks — each with its honest AI ceiling.

The logs, files & records this job keeps

Shared with other careers — the same record means something different in each.

Related careers

Same family of work — each with its own tasks and prompts.

The LLOS Work Atlas is the world's largest evidenced task library — a map of human work, with a ready prompt behind every task. 1,774 careers · every task named by the sources that witnessed it — O*NET, ESCO, real job descriptions, Wikipedia — and the deepest tasks by several at once. And it is honest about limits: where AI cannot help, the map says so.

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Built on public evidence: O*NET®, ESCO, Wikipedia, U.S. Bureau of Labor Statistics, ILOSTAT. All sources & licenses