◆ Journalism

What a fact checker
really does.

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

27evidenced tasks
3,089,410in the US (2025)
$32,880median pay / year
6systems it runs on
See the 27 tasks ↓Open in the atlasThe full career map →
This is what one task looks like here
Cash checks for customers.
Cash the presented payroll and personal checks for customers at my lan…3 sources agree

The shape of the day

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The work, task by task

27 tasks
Hands on the work25
Cash checks for customers.+
Cash the presented payroll and personal checks for customers at my lane, verify valid ID and endorsers, confirm funds against the check verification system, count back the cash to the customer, record the transaction on the till before close.
jdonetwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Help with self-checkout areas+
Monitor the three self-checkout bays for customers, step in to assist scans or age-restricted sales, intervene on suspected theft attempts, reset stalls when needed, and log any interventions on the incident sheet at shift end.
jdonetwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Prepare reports of transactions+
Compile the day's transactions into a tidy report: list total cash, card, and check receipts by hour, flag unusual voids or refunds, attach batch totals from each lane, and send the report to store manager before the nightly reconcile.
jdonetwiki3 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Make change for customers+
Make change for customers quickly: confirm the amount tendered, count out the bills and coins while speaking the amounts, hand over the change and receipt, and note any coin shortages in the till log for the supervisor.
jdwiki2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Resolve customer complaints+
Resolve a customer complaint at the checkout by listening, apologising, reviewing the receipt and transaction log, offering refund or exchange per store policy, and escalate to the floor supervisor if policy limits are reached.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Maintain a clean checkout area+
Keep my checkout area clean and safe: clear stray carts and debris, sanitise the conveyor and keypad between customers, restock receipt paper and bags, and complete the cleaning checklist before my break.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Greet customers upon entry and exit+
Greet every customer entering or leaving the store with a smile, say Hello and Thanks for coming back, note any large groups or suspicious behavior, and offer quick directions or a receipt check as they pass the register this shift.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Operate scanners, scales, and POS systems+
Start the morning by testing the scanner and scale with a known barcode and weight, log any faults, then operate the point‑of‑sale to ring sales accurately, process payments and flag voids or mismatches for supervisor review.
jdonet2 agree
when the reply comes backPush once: ask it to sharpen the weakest part, and to say what it assumed. Helpful?
Keep the record1
Keep it safe1

What the work runs on

named inside the evidenced tasks
19 taskscash registerregister records the transaction, accepts payment types and posts to the till for reconciliation
7 tasksHandheld computer devicehandheld device lets staff override terminals, check prices, and log incidents from the floor
1 taskMicrosoft Excelspreadsheets calculate totals, create hour-by-hour breakdowns, and prepare printable reports for the managerOpen its task library →
1 taskMicrosoft Officecreates clear incident notes and email templates to document the complaint and any refunds processed
1 taskBookkeepingrecords financial totals, categorises payment types, and produces reconciliation reports
1 taskElectronic medical record EMRmaintains individual account ledgers and posts charges against guest or patient accounts
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 fact checker 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
  • $32,880 a year — the middle: half earn more, half earn less
  • The lowest tenth earn near $24,530; the top tenth near $40,410
  • 3,089,410 people employed in this occupation

India

the occupation GROUP, not this job · PLFS via ILOSTAT 2025
  • ₹15,575 a month — the median for Service and sales workers, 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 job21 of these tasks Job descriptionsReal postings, in the wild16 of these tasks WikipediaHow the world describes this work6 of these tasks US Bureau of Labor StatisticsPay and employment, by occupation2025 figures UK NOS SFSCSH9Lift and handle goods safely in a cash processing environmentnational standard UK NOS PPLGS2019Provide casino cash desk servicesnational standard

Close to this work

12 nearby
JournalismCopy Editor28 evidenced tasks JournalismBroadcast Producer27 evidenced tasks JournalismSocial Media Editor25 evidenced tasks JournalismFeature Writer22 evidenced tasks JournalismNewsletter Writer22 evidenced tasks JournalismEditorial Writer22 evidenced tasks JournalismNews Editor22 evidenced tasks JournalismPhotojournalist21 evidenced tasks

Questions people actually ask

You spend most of the shift checking facts against source documents, using systems like electronic medical records (EMR) or Microsoft Excel to record results. Expect blocks of focused checking (30–60 minutes) interspersed with quick tasks like answering phone calls or paging colleagues for clarifications.

You’ll also handle small clerical duties listed in the tasks: preparing transaction reports, computing totals, and keeping your workstation tidy. If you supervise, you might train newer staff on the same systems and processes during quieter periods.

Common systems named in the job tasks include cash registers, handheld computer devices, Microsoft Excel and other Microsoft Office apps, bookkeeping software, and electronic medical records (EMR) when checking clinical details. You will use scanners and POS systems when your fact-checking ties to transactions or receipts.

Handheld devices are used for quick lookups on the sales floor or to log counts; Excel is used for logs, reconciliation, and reporting. Learn basic Excel tasks: filters, VLOOKUP/XLOOKUP, and simple formulas.

People confuse these jobs because they share tasks: scanning items, making change, and using POS systems. A cashier focuses on customer transactions and bagging; a data entry clerk types data into systems. A fact checker focuses on verifying accuracy—cross-checking prices, transaction totals, account charges, or EMR entries for errors.

You’ll still sometimes perform cashier tasks (making change, refunds) and data entry (posting charges), but the main goal is accuracy and resolution rather than primarily selling or entering bulk data.

According to the U.S. Bureau of Labor Statistics (BLS) 2025 data for similar occupations, there were 3,089,410 employed with a median annual wage of $32,880. The lowest tenth earned $24,530 and the top tenth earned $40,410 per year. These numbers give a broad market view, not a specific employer offer.

Pay varies by industry (retail, healthcare, publishing), location, and seniority. Ask employers about overtime, shift differentials, and benefits during interview.

AI can speed up routine checks—summarizing documents or suggesting matches—but never rely on it as the final source. Always verify AI outputs against primary systems like EMR, Excel logs, POS receipts, or scanned documents. Treat AI like a suggested second pair of eyes, not a primary source.

Protect sensitive data: do not paste patient records or full account numbers into public AI tools. Follow your employer’s data policy and use internal, approved AI or local tools if available.

Attention to detail is the top skill: you must spot mismatched prices, rounding errors, or wrong account charges from receipts, EMR entries, or Excel logs. That reduces costly mistakes and customer complaints.

Equally important is clear communication—calling a supervisor for disputes, explaining corrections to customers, and writing clean reports. Those two skills keep operations smooth and errors low.