◆ Languages & Linguistics

What a language technology analyst
really does.

19 tasks, each one witnessed by the sources that watched the job — and behind every one, a prompt you can use tonight.

19evidenced tasks
52,060in the US (2025)
$60,170median pay / year
8systems it runs on
See the 19 tasks ↓Open in the atlasThe full career map →
This is what one task looks like here
Interpret spoken or sign language
Transcribe the recording of the town hall and produce an interpreted t…3 sources agree

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The work, task by task

19 tasks
Hands on the work17
Interpret spoken or sign language+
Transcribe the recording of the town hall and produce an interpreted transcript that preserves speakers’ intent and phrasing, mark pauses and emphasis, flag unclear segments for review, and deliver a timestamped file by Tuesday morning.
jdonetwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Compile terminology and information for translations+
Extract recurring terminology and context from the three product briefings, build a bilingual glossary with source examples and preferred translations, note ambiguous terms for reviewer decisions, and hand over the file before Friday close of business.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Follow ethical codes protecting confidentiality+
Review the client intake notes and flag any confidentiality risks, redact personal identifiers from the working files, log who accessed the materials and why, and confirm compliance with the code to the project lead by end of day.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Communicate information immediately after interpreting+
Send an immediate concise briefing to the project manager after the conference call summarising key points, speaker stances, any translation uncertainties, and suggested follow-up items within thirty minutes of the session ending.
escowiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Convert concepts, style, and tone in source language+
Recast the client’s marketing copy into the target language preserving tone, register, and rhetorical devices, provide two style variants with notes on the tonal choices, and submit both versions for client review by Wednesday.
escojd2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Take notes to aid understanding+
Listen to the audio and take structured notes that capture speakers, timestamps, key assertions, uncertainties, and examples so I can follow the argument flow and verify translation choices later.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Preserve meaning of original speech+
Listen to the source speech and produce a verbatim-plus gloss that preserves intent, register, and nonliteral phrases, marking uncertain terms and alternative renderings for review by the interpreting team.
esco
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Identify and resolve conflicts related to the meanings of words, concepts, practices, or behaviors.+
Find every term in the briefing that has more than one community meaning, list the conflicting senses with source examples, propose one sense to standardize and why, and mark any items that need stakeholder adjudication before finalizing.
onet
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Work with people1
Grow the practice1

What the work runs on

named inside the evidenced tasks
10 tasksMicrosoft Wordcreates the compliance statement, documents redactions, and records the access log summary for the project leadOpen its task library →
3 tasksAceTools.biz Ace Translatorsupports speech-to-text and interpretation workflows for producing timestamped transcripts
3 tasksMicrosoft Excelorganises term lists, contexts, and reviewer notes in sortable, filterable tables for handoffOpen its task library →
3 tasksAdapt Itfacilitates consistent conversion of stylistic choices and terminology across target language variants
2 tasksMicrosoft Outlookdelivers time-sensitive briefings directly to the project manager and records the sent message for the project thread
1 taskHypertext markup language HTMLapply translated UI strings into the application pages for review
1 taskMicrosoft PowerPointcreate the training slides and session flow to present to management
1 taskAshkon Translation Padreal-time input and drafting support designed for live interpretation workflows
Browse every evidenced software task →

The same task, four heights

this page is height one
ExecuteDo today's task, with fewer mistakesyou are here → ImproveMake it easy for the next person to acceptin the atlas → DecideWork out the right move when it is unclearin the atlas → BecomeLearn the pattern so it stops coming backin the atlas →

Can AI actually do this job?

the honest answer

It can

where it genuinely helps
  • Explain the theory behind the work
  • Draft, tidy and structure your writing
  • Rehearse a hard conversation before you have it
  • Build a study plan that fits your gaps

It cannot

where it stops, completely
  • Be in the room where a language technology analyst actually works
  • Carry the responsibility when the call is wrong — that weight stays yours
  • Notice what no one wrote down: the hesitation, the thing left unsaid
  • Live with the outcome

What the work pays

two countries, two different measures

United States

this exact occupation · BLS 2025
  • $60,170 a year — the middle: half earn more, half earn less
  • The lowest tenth earn near $37,070; the top tenth near $103,660
  • 52,060 people employed in this occupation

India

the occupation GROUP, not this job · PLFS via ILOSTAT 2025
  • ₹38,298 a month — the median for Professionals, the group this work sits in
  • India publishes pay by broad occupation group, so this covers many jobs besides this one. It is a shape, not a salary.
read this carefullyThese two numbers are not comparable and must not be converted into each other. One is a yearly figure for this job alone; the other is a monthly figure for a whole family of jobs. What travels between them is the pattern, not the amount: experience lifts pay almost everywhere.

Where the evidence lives

open any of it yourself
O*NETThe US Department of Labor's own record of this job7 of these tasks ESCOThe European skills and occupations register6 of these tasks Job descriptionsReal postings, in the wild8 of these tasks WikipediaHow the world describes this work4 of these tasks US Bureau of Labor StatisticsPay and employment, by occupation2025 figures UK NOS CFALANG4.6Understand complex spoken or signed language in a wide range of work snational standard UK NOS CFALANG4.4Understand varied spoken or signed language in a range of familiar wornational standard

Close to this work

12 nearby
Languages & LinguisticsVoice Talent Multilingual25 evidenced tasks Languages & LinguisticsTranslation Project Manager23 evidenced tasks Languages & LinguisticsLexicographer22 evidenced tasks Languages & LinguisticsEsl Teacher20 evidenced tasks Languages & LinguisticsInterpreter20 evidenced tasks Languages & LinguisticsLanguage Teacher20 evidenced tasks Languages & LinguisticsComputational Linguist20 evidenced tasks Languages & LinguisticsTerminologist20 evidenced tasks

Questions people actually ask

You often split time between listening, translating, and tooling. Mornings might be checking email in Microsoft Outlook, reviewing project files in Microsoft Word, and assigning tasks to other translators or interpreters.

Afternoons can include live interpretation, taking notes to retain lots of short statements, and using Adapt It or Ace Translator to localize software and HTML. You also meet clients, resolve wording conflicts, and update terminology lists in Excel.

Use AI tools for first drafts or to generate terminology lists, but always edit the output thoroughly. AI makes quick suggestions, yet you must preserve tone, style, and cultural meaning — that’s your job.

Never send confidential client speech or documents into public AI tools unless the contract and ethical codes allow it. Keep private files offline or in company-approved tools to follow confidentiality rules.

All three matter, but retention of information (memory) is critical for real-time interpretation. You need to hold long sentences and details in mind while converting speech immediately.

Cultural knowledge and strong speaking/writing skills are essential too: you must preserve meaning, tone, and style. Practice note-taking, bilingual reading/writing, and researching historical or cultural contexts to handle tricky concepts.