◆ Languages & Linguistics

What a translator
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
9systems 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
Interpret the witness's signs into conversational English for the defe…3 sources agree

The shape of the day

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The work, task by task

19 tasks
Hands on the work17
Interpret spoken or sign language+
Interpret the witness's signs into conversational English for the defence team during the 2pm client meeting, remaining simultaneous and concise, flag unclear gestures for clarification immediately and note exact timestamps for any legal objections.
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+
Compile a bilingual glossary and background brief from the supplier tender call, extracting repeated terms, company names, and technical specs, sort by priority and send the checklist to procurement lead Maria by Wednesday midday.
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+
Confirm I will not disclose the asylum applicant's medical notes beyond the legal team, record the confidentiality measures taken, and email a signed non-disclosure statement to caseworker Ahmed before the hearing tomorrow.
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+
After the press briefing, relay the interpreted summary in plain Spanish to communications lead Javier within thirty minutes, include direct quotes, tone notes, and any audience reactions that affect messaging.
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+
Render the CEO's keynote into natural French, preserving rhetorical devices and register, mark alternatives for idioms, and deliver two versions—formal and conversational—to marketing director Claire by Monday morning.
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 court recording and make running notes of speaker turns, key terminology, unclear phrases, and timestamps so I can follow the argument and check meanings against the transcript 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+
Translate the witness's testimony into plain English while keeping legal nuance, flag metaphors or idioms I should check, and mark sections where meaning is uncertain so the defence team can confirm intent.
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.+
Resolve the disagreement between the Madrid project team and the client over whether the phrase "due diligence" in the user agreement should read as the Spanish legal concept diligencia debida or prudencia comercial; list recommended wording, the legal risk for each option, and a preferred translation with justification by Thursday.
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
7 tasksMicrosoft Wordcreates and stores signed confidentiality statements and formal records for case filesOpen its task library →
4 tasksAdapt Ithandles aligned source-target segments for spoken and signed language workflows and stores time-stamped notes
3 tasksMicrosoft Outlookdelivers timely summaries to stakeholders with attachments and flagged urgency
2 tasksAceTools.biz Ace Translatorassists with draft conversions and stores alternative phrasing to preserve tone across registers
2 tasksAmoK Translatorsupports building a searchable transcript and aligning source with translated segments for review
1 taskMicrosoft Excelstructures term lists with sorting, filtering, and exportable sheets for collaboratorsOpen its task library →
1 taskHypertext markup language HTMLlets you edit in-context strings and preserve markup for developers during localisation
1 taskMicrosoft PowerPointbuilds the training slides and exercises for group delivery
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
  • Play the other person, over and over
  • Grade its own suggestion against your goal

It cannot

where it stops, completely
  • Live with the outcome the way a translator has to
L · R7 of R7This job sits on interpreting · translating — real theory, real diagnosis, but reality still holds the grading pen.

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 SFJAB3Facilitate communication using interpretersnational standard UK NOS SCDHSC0371LSupport individuals to communicate using interpreting and translation national 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 might spend the morning translating documents in Microsoft Word or an XML/HTML file, using terminology lists and tools like AceTools.biz or AmoK Translator to speed up repetitive phrases.

Afternoons often include meetings or remote interpreting, taking notes, checking emails in Outlook, and updating glossaries in Excel. Time gets split between reading source text, researching terms, and reviewing final text for tone and cultural fit.

Common office tools are Microsoft Word, Excel, PowerPoint and Outlook for delivery, billing, and client communication. For machine-aided translation, people use AceTools.biz, AmoK Translator, Adapt It, or Ashkon Translation Pad.

You’ll also work with HTML when localizing websites and keep term lists and style guides in Excel. Use the tool that fits the client’s file formats and your need to control terminology and style.

Use AI tools like AmoK or Ace Translator as a first draft or to find options, but always post-edit manually. Check legal, medical, or technical sections word-for-word; don’t trust raw output for those.

Keep and update your own glossaries from Excel and Word, and follow confidentiality rules—don’t paste protected client documents into public AI services unless the contract and service terms allow it.

According to the U.S. Bureau of Labor Statistics (BLS), translators and interpreters had a median annual wage of $60,170 in 2025.

BLS also reports about 52,060 employed in the occupation; the lowest tenth earned $37,070 and the top tenth $103,660. Actual pay varies by language pair, specialization, and whether you’re freelance or employed.

Build deep skills in both languages: read news, legal and technical texts, and practice writing. Take courses in translation theory and tools such as Adapt It and Ashkon Translation Pad.

Start small: volunteer translate for NGOs, make glossaries in Excel, and offer sample translations to clients. Train with real files in Word/HTML and learn to research terminology and check tone and cultural references.

Translators convert written text and use Word, Excel, HTML and CAT tools; interpreters convert spoken or signed language on the spot and need strong short-term memory and note-taking.

You can do both, but each requires practice: interpreting needs quick recall and ethical confidentiality in real time, while translating allows time for research and tool use to refine style and terminology.

Terminology management: build and maintain glossaries in Excel and Word for each client or subject. Accurate terms keep your work consistent and fast.

Close second is research: know where to check legal, medical or technical meanings and how to adapt style and tone so the translation reads naturally in the target language.

km/h RPM

How far can AI take you?

one question
Be honest — how far can a language model take you on translating?
There is a real answer, and it is not the flattering one.