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What lifts an Accounts Receivable Specialist's pay

$94,320top of the range in District of Columbia · middle $50,670 / yr
High AI exposure

Accounts Receivable Specialists in the United States earn a median of $50,670 a year. Pay starts near $36,000. Pay reaches $94,320 at the top of the range in Washington D.C., the best-paying location for this work among those with at least 500 people in the job.

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 (Bookkeeping, Accounting, and Auditing Clerks, SOC 43-3031). Last checked 9 September 2026.

Entry level
$36,000
Top of the range · District of Columbia
$94,320
Education
Associate's degree
Lower disruption Higher exposure High AI exposure
Entry · $36,000 Top of range · $94,320 (District of Columbia) Middle $50,670

Wages — U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 (Bookkeeping, Accounting, and Auditing Clerks). Top of the range is the highest state-level figure among states with at least 500 people in the job. AI-impact rating is PayCrunch's editorial assessment. Updated September 2026.

🆕 New & Trending AI Tools for Accounts Receivable SpecialistReviewed September 2026

We track new AI-tool launches every week and refresh this list — here’s what’s gaining traction for Accounts Receivable Specialist work right now.

NumericNEWPaid / see site

AI-driven month-end close, reconciliation, and reporting.

How an Accounts Receivable Specialist uses it: automate reconciliations and close the books faster

HebbiaNEWEnterprise / see site

AI that reads and analyzes large financial documents and filings.

How an Accounts Receivable Specialist uses it: pull answers out of contracts, filings, and reports in minutes

NotebookLMNEWFree / $7.99 mo

Google tool that answers questions grounded only in the documents you give it — with citations.

How an Accounts Receivable Specialist uses it: load your own manuals, policies, or PDFs and ask questions that stay accurate to the source

MindBridgeEnterprise / see site

AI that scans transactions for anomalies, errors, and fraud risk.

How an Accounts Receivable Specialist uses it: flag risky or unusual entries across the whole ledger, not just a sample

Vic.aiEnterprise / see site

Autonomous accounts-payable and invoice processing.

How an Accounts Receivable Specialist uses it: let AI code and process invoices with minimal manual entry

RampFree core / paid

Finance platform with AI that automates expenses and spend controls.

How an Accounts Receivable Specialist uses it: auto-categorize spend and catch policy issues in real time

Power BI Copilot$10+ mo

Microsoft analytics with AI that builds dashboards and explains trends.

How an Accounts Receivable Specialist uses it: ask questions of financial data and get charts and forecasts back

ChatGPTFree / $20 mo

The most-used AI assistant — writing, analysis, research, and images from a plain-language chat.

How an Accounts Receivable Specialist uses it: draft emails and documents, summarize long files, and get instant answers to on-the-job questions

ClaudeFree / $20 mo

AI assistant known for careful writing, long-document analysis, and coding.

How an Accounts Receivable Specialist uses it: analyze big reports or spreadsheets and turn messy notes into clean, finished writing

The lockbox file hits the shared folder before the office coffee is finished, and the deposit is already short of the remittance advice. An accounts receivable specialist scrolls a customer who paid a lump sum against eleven invoices, skipped the short-paid freight dispute from March, and deducted a discount the terms no longer allow. Cash has to land on the right open invoices before the aging report goes to the credit manager at noon. Apply it to the oldest balance and a current invoice looks delinquent. Apply it to whatever the customer named and the true past-due amount stays hidden. The specialist pulls the remittance, the open ledger, and last month's notes, then decides which dollars are clean and which dollars wait for a conversation.

Someone preparing for this seat should expect a mix of quiet ledger work and live contact with customers who owe money. The quiet part is cash application and the aging. The live part is disputes, deduction research, and collection calls made with a plan. The people around the desk are credit managers, sales reps who promised something the invoice does not show, and customers who may be confused, stalling, or genuinely unable to pay.

Getting every dollar onto the invoice it belongs to

Cash application is the spine of the day. Receipts arrive as wires, checks, card batches, and portal remittances. Each receipt needs a customer, a list of documents, and a remainder if the customer underpaid. Unapplied cash sits as a liability in the ledger and makes both the aging and the customer's next statement wrong until someone matches it. A careful specialist applies what the remittance supports, parks only the true remainder in a labeled unapplied account, and writes a note the next person can act on if the specialist is out.

Short pays and deductions are their own queue. A customer may take a discount after the window, charge back freight, claim shortage, or deduct a promotional allowance the sales team never entered. The specialist matches the deduction to a credit memo, a proof of delivery, or a promotion agreement. When the backup is missing, the deduction becomes a dispute with an owner and a date, not a silent write-off. Small-balance write-offs follow a threshold the controller already approved. Amounts above that threshold wait for a named approver. Doing favors quietly, even for a friendly sales rep, breaks the trail.

The aging is the map sales and finance both read. It groups open receivables by how long they have been due. A useful aging is current because cash was applied the same day it hit the bank, credits were issued when credits were earned, and disputed amounts sit in a status everyone understands. A misleading aging hides unapplied cash inside "current" or leaves resolved disputes open so a customer looks worse than the facts. Before a collections meeting, the specialist should be able to explain the ten largest balances: what shipped, what was billed, what was paid, and what is stuck.

Month-end adds a reconciliation of the receivable subledger to the general ledger, a review of credit balances that may be missed refunds or misapplied cash, and a tie-out of the lockbox to the bank deposit. Billing errors found here go back to the person who created the invoice, with the document attached. The specialist who fixes the symptom in the cash account and never tells billing will see the same error next month under a new invoice number.

Knowing when a balance should leave the desk

Collection contact is judgment, not a script shouted at every past-due account. A first reminder on a historically prompt customer, sent with the invoice copy and a single clear balance, is different from a third call to an account that has gone quiet. The specialist prepares before dialing: last payment date, promised dates that slipped, open disputes, and any note from sales about a quality complaint. The call confirms who can authorize payment, states the amount and the documents, and ends with a date the customer agrees to. That date goes in the collector notes the same afternoon. A promise that lives only in memory will be relitigated later.

Escalation has a few distinct doors, and mixing them up wastes everyone's time. A pricing complaint goes to sales or billing because the specialist cannot rewrite a contract on a phone call. A damaged-goods claim goes to the warehouse trail and, if the claim is valid, to a credit memo. A customer who acknowledges the debt and misses a second promised date goes to the credit manager, who may tighten terms, hold shipments, or require payment before the next release. A customer who disputes the debt in writing, or who shows signs of insolvency, goes up with the file intact so counsel or a third-party collector receives facts rather than a mood. The specialist's reputation rests on escalating the right cases early and handling the routine ones without drama.

Tone is part of the control. Customers who feel ambushed stop returning calls, and sales teams who feel ambushed start hiding information. The specialist can be firm about an undisputed invoice and still leave the relationship usable. What does not belong in the call is a threat the company has not authorized, a payment plan invented on the spot, or a promise to "just clear it" so this month's aging looks prettier. If a plan is allowed, the credit policy already says so, and the note records the dates and the amounts.

Specialist, lead, credit analyst, or the broader ledger

Inside the receivable team the steps are specialist, then lead. The lead still knows the problem accounts and also sets the order of work: who covers the lockbox, who owns strategic customers, how disputes are aged, and how new hires learn the cash-application rules. Leads get chosen from people whose notes another collector can trust and whose escalations arrive with documents attached.

A move into credit analysis is a natural bend for someone who has watched which customers pay and which customers perform. A credit analyst looks at applications, trade references, bank information the policy allows, and the company's own payment history, then recommends a limit and terms. The receivable specialist who can already narrate a customer's pattern, separate a one-time dispute from a habit of short-paying, and respect confidential financials is building that skill on the current desk. Asking to shadow a credit review, or to draft the factual timeline a credit manager will read, is a concrete way to show interest without abandoning the cash work.

The other bend is into accounting more broadly. Receivables touches revenue cut-off, credit memos, allowances, and the reconciliation the controller signs. A specialist who wants a staff-accountant posting should take on that reconciliation cleanly, learn how billings hit revenue, and be able to explain a credit balance without jargon. Some people stay in the order-to-cash cycle and move toward billing or collections management. Any of those routes is stronger when the current aging is accurate. A messy ledger follows the person into the interview for the next title.

What convinces a hiring manager to offer the seat

No licence governs this work. Employers hire on evidence of cash application, aging ownership, and sound judgment about customers. A resume should name the billing or ledger system, the kind of customers (wholesale, healthcare, project billing, subscriptions), and whether the person applied cash, called past-due accounts, or both. "Assisted with receivables" hides the distinction managers care about. They want to know if the candidate has cleared a lockbox alone and if the candidate has ever asked a customer for money.

Bring a redacted story to the interview, not a spreadsheet full of customer names. One strong story is a short-pay that looked like a discount and turned out to be a shortage, with the steps from remittance to credit memo to a cleaned invoice. Another is a promise-to-pay that failed, and the exact moment the specialist stopped negotiating and handed the file upward. Managers listen for sequence and for restraint. They worry about candidates who boast about aggressive calls and about candidates who have never made a call at all. Adjacent experience counts: a bookstore counter that reconciled a drawer, a billing temp job, a nonprofit that tracked pledges. The candidate should translate that experience into apply, age, dispute, and escalate, using the employer's words.

Screening often includes a short exercise. The manager may show three remittances and a miniature aging and ask how the candidate would apply them. Talk through the oldest undisputed invoices first when the remittance is silent, hold the disputed slice aside, and say what note would be written. If the exercise includes a customer who is angry, the answer should slow down: confirm the amount, separate feeling from documents, and name who inside the company would own a product complaint. People who skip straight to a threat fail this exercise even when their spreadsheet skills are fine.

Where to look for the opening depends on the industry the candidate can already speak about. Distributors and manufacturers hire for high invoice counts and deduction-heavy customers. Clinics and business-service firms hire for statement follow-up and insurance or client billing quirks. Staffing agencies and subscription companies hire for a steady cadence of reminders. A cover note that mentions the cadence the candidate already knows will outperform a generic letter that could be sent to payroll. Internal moves are common too. A billing clerk or customer-service rep who already understands the invoice can ask the receivable lead for a defined trial: one week of cash application under review, then a verdict.

Anchoring an offer to the clerk series on this page

Wages on this page come from the May 2025 Occupational Employment and Wage Statistics series titled Bookkeeping, Accounting, and Auditing Clerks, coded SOC 43-3031. The series is broader than collections work. It still supplies the only figures a candidate should bring into the conversation, and those figures should be labeled as that clerk series rather than as a private survey of receivable desks.

A first role spent learning cash application under a senior collector lines up with the entry level of $36,000. The median of $50,670 describes the middle of the published clerk range. Between them sits $14,670. A candidate who already runs an aging, applies a daily lockbox, and escalates with a written policy can treat that $14,670 as the span to discuss if an offer remains at the entry figure while the posting describes independent contact with customers. The point of naming the span is to ask which duties the employer is pricing, not to insist every specialist in the country is paid the median.

In the District of Columbia the high end of the published range is $94,320. The District median, which is typical pay there rather than the high end, is $65,180. That local median stands $14,510 above the national median. A person relocating into the District with a solid receivable book can put $65,180 on the table as the typical local wage for the series. Reaching for $94,320 makes sense only when the seat is the top of what the Bureau measured in that place: a lead who also trains, handles the worst accounts, and ties the subledger at month-end in a costly market. Using the high end to price an entry processing job will sound as if the candidate misread the chart.

Typical pay in other places shown here is $59,970 in Connecticut, $59,830 in Massachusetts, $59,230 in California, and $58,620 in Washington. Set beside the national median of $50,670, each of those state medians is a location fact, separate from seniority. The full stretch from the national median to the District high end is $43,650, and it belongs in a conversation about a lead or credit-adjacent role, not in a script for someone still learning how to apply a wire. The person who wants the job should pick one anchor that matches the actual chair, cite the clerk series and the month of the release, and then listen. Stacking every figure in one breath makes the research look unused.

The top of Accounts Receivable Specialist pay — and how to get there with AI

$94,320what Accounts Receivable Specialist pay reaches in District of Columbia

Highest state-level top-of-range annual wage for Bookkeeping, Accounting, and Auditing Clerks, among states with at least 500 people in the job. U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025.

And the role it leads to — Brokerage Clerks — reaches $125,680 in New York.

$36,000entry$50,670middle$94,320top end

Ask a receivables specialist near the top of the range which accounts will pay this month and why the rest will not, and they answer without opening anything; that recall, built from daily habit, is the whole difference.

Accessing computerized financial information to answer questions about specific accounts sounds clerical until you notice who else needs those answers: the controller building a forecast, the sales manager defending a customer, the auditor testing a balance. Performing the calculations behind amounts due, interest charges, balances, and discounts is now partly machine work, so the value shifts to reading what the numbers mean. Specialists who climb stop reporting an aging and start explaining one, account by account, with a recommendation attached.

Your playbook, by where you are now

Just startingApply cash the same way every single day

  1. Clear unapplied cash daily rather than weekly, and note the reason each remittance could not be matched.
  2. Rebuild the aging in Microsoft Excel so it sorts by reason for non-payment, not only by days outstanding.
  3. If you bill through Epic Systems or MEDITECH software, learn the adjustment and denial codes well enough to explain any balance to a caller without transferring them.
  4. Have Claude produce three versions of your standard collection message, gentle through final, then edit each until it sounds like a person you would answer.

What proves it: An aging report that explains itself to someone who has never seen it.

Realistic span: your first six months

A few years inTurn the aging into an argument

  1. Publish a short monthly note naming the accounts at risk and what you need from sales to move each one.
  2. Schedule reminder sequences through Power Automate and log every response back against the account.
  3. Join billing, payment, and dispute records in Microsoft Access so a customer question takes one query instead of three screens.
  4. Compare interest charges and discounts actually taken against the terms on file, and show where terms are quietly being ignored.
  5. Scan remittance advices into Adobe Acrobat and attach them to the entry, so the backup lives with the record and not in a drawer.

What proves it: A monthly risk note leadership reads before the forecast meeting.

Realistic span: two to four years

ExperiencedGet into the credit decision

  1. Ask for a seat when credit limits and payment terms are set for new customers, and bring your history on similar accounts.
  2. Write the escalation and write-off policy: who decides, at what age, and on what evidence.
  3. Review the outside collection agency honestly, comparing what they recovered against what the same effort would have recovered in-house.
  4. Teach the billing clerks where coding errors create disputes, then measure disputes before and after.

What proves it: A credit policy that carries your recommendations.

Realistic span: five years on

The next 90 days

For the next quarter, make yourself the person who can answer any question about any account without calling someone back. Every time a caller, a manager, or an auditor asks about a balance, write down the question and how long the answer took you. The slow ones point at where your records are stitched together badly, and fixing those is a concrete project with a visible before and after. By the end you will have both a faster desk and a written map of how money actually reaches your company, which is the thing employers in the highest-paying markets, District of Columbia among them, are willing to pay a premium for.

Wage figures: BLS OEWS, May 2025. The playbook is PayCrunch editorial guidance, not a guarantee of pay or placement.

Careers related to Accounts Receivable Specialist

Similar pay, same field

Where this can lead

Every figure is the national median from the U.S. Bureau of Labor Statistics (OEWS) shown on that role’s own page.

Never used AI before? Start here (2 minutes).

Start with the AI inside your AR platform. If your company runs HighRadius, Billtrust, Esker, or Versapay, turn on AI cash application and collections prioritization - it auto-matches payments to open invoices and ranks which accounts to work first. Handle the exceptions and the calls; let the tool clear the routine matching that used to eat your morning.

For drafting outreach, learning the metrics, and building process (with no customer data), use ChatGPT or Claude, and Microsoft Copilot in Excel for aging analysis and forecasting. The AR clerks who move from keying receipts to owning DSO and collections strategy are the ones who get promoted as cash application automates away.

The one rule, forever: Never paste customer names, bank or card details, or full remittance data into a consumer AI tool - you handle payment data governed by GLBA and, for card data, PCI-DSS; use only the AI inside your AR platform for anything with identifiers. If any of your receivables are consumer debts, collections messaging must comply with the FDCPA and state rules - don't let an AI send a message you haven't checked. AI drafts the outreach and ranks the worklist; the credit decision and the tone that keeps a customer are yours.
The plays — exact steps, exact prompts

Do these in order. Each one is copy-paste ready. You do not need to know anything about AI going in.

1
Automate cash application - then work exceptions
Why this pays: Cash application is pure overhead that keeps you at the bottom of the band; automating it frees your hours for collections, the part of AR that actually moves DSO and pay.
HighRadiusEskerBilltrust
1
Turn on AI cash application in HighRadius or Esker so it auto-matches remittances, lockbox files, and ACH payments to open invoices - including short-pays - and routes only unmatched items to you.
2
Build a clean decision process for the exceptions the AI can't match.
Copy-paste this prompt
Explain the standard cash-application matching hierarchy (invoice number, amount, remittance advice, PO) and how to handle short payments, overpayments, on-account cash, and unapplied receipts. Give me a decision tree I can follow for any unmatched receipt so I resolve it consistently.
Process and education only - no customer names, account numbers, or payment data in the tool.
What you'll haveNear-touchless cash application - your hours shift from matching payments to high-value collections.
2
Prioritize collections with AI risk scoring
Why this pays: Calling the right accounts first is the whole game in collections; AI-ranked worklists directly shrink DSO, the metric your raise and your lead title are tied to.
GavitiHighRadiusUpflow
1
Use AI collections prioritization in Gaviti or HighRadius to rank accounts by payment risk and expected recovery, not just by how old the invoice is.
2
Design the cadence the tool automates so each risk tier gets the right touch.
Copy-paste this prompt
Design a B2B collections cadence segmented by risk. For low-risk vs high-risk accounts, tell me what touch (automated reminder, personal email, phone call, statement) to make at each stage past due, the escalation triggers, and when to recommend a credit hold. Keep it professional and relationship-preserving.
General strategy only - never put real customer names or balances into a consumer tool.
3
Work the top of the ranked list every morning and log outcomes so the model and your judgment both sharpen.
What you'll haveYou recover more, faster, while working fewer accounts - a visible DSO drop that gets you noticed.
3
Write dunning sequences that actually get paid
Why this pays: Tone and timing decide whether a customer pays you or ignores you; AI lets you test sharper collections copy across segments and lift your recovery rate.
ChaserGavitiChatGPT
1
Draft a segment-specific dunning ladder - friendly reminder, firm follow-up, formal notice - and let Chaser or Gaviti automate the sends and follow-ups.
2
Generate an escalating email set you can adapt per customer.
Copy-paste this prompt
Write a four-email B2B collections sequence for an invoice that is [15 / 30 / 45 / 60] days overdue. Escalate the tone professionally from friendly reminder to formal notice. Keep each email under 120 words, preserve the customer relationship, and include a clear call to action and a [payment link] placeholder.
Never include real customer or debtor details; if the receivable is a consumer debt, make sure the wording is FDCPA-compliant.
What you'll haveHigher response rates and faster payment without burning relationships - recovery you can measure.
4
Master disputes and deductions
Why this pays: Unresolved deductions are trapped cash; the specialist who clears them and fixes the root cause is doing credit-analyst-level work that earns the analyst title.
HighRadiusVersapayMicrosoft Copilot in Excel
1
Use a deductions-management module to categorize and route disputes, and use Copilot in Excel to trend deduction reasons over time.
2
Turn the trend into a root-cause fix.
Copy-paste this prompt
Here is a list of deduction reason codes and their counts and dollar amounts (anonymized): [paste categories and numbers]. Identify the top root causes, which are likely valid vs invalid, the internal process problems they point to (pricing errors, shipping shortages, promo mismatches), and process fixes to prevent the recurring ones.
Anonymized categories and totals only - no customer identifiers.
What you'll haveCleared deductions and process fixes that stop them recurring - the analytical work behind a credit/AR analyst role.
5
Forecast cash and own the DSO story
Why this pays: Owning the collections forecast and reporting DSO to leadership is what separates a clerk from a lead - it's the visibility that gets you promoted.
Microsoft Copilot in ExcelHighRadiusChatGPT
1
Build a rolling cash-collection forecast with Copilot in Excel and automate the aging and DSO dashboard your manager reviews.
2
Learn the metrics well enough to present them.
Copy-paste this prompt
Act as a credit-and-collections manager. Explain DSO, best-possible DSO, CEI (collection effectiveness index), and average days delinquent - how to calculate each, what a healthy trend looks like, and the common ways each can mislead. Then outline a clean one-slide monthly AR summary for a CFO.
Education and format only - build the real report on your own data.
What you'll haveYou present the AR numbers to leadership - the ownership and visibility that earn the lead or analyst promotion.
Your 12-month sequence to the top of the range

How the plays above stack into a path from median pay toward the $94,320 tier.

Month 1
Turn on AI cash application; shift from matching every payment to resolving only the exceptions.
Months 2-3
Adopt AI collections prioritization and build a segmented dunning cadence; start working a risk-ranked worklist daily.
Months 3-6
Take ownership of disputes and deductions and fix the recurring root causes.
Months 6-12
Build the cash forecast and DSO dashboard, present it to leadership, and pitch a collections-lead or AR-analyst role.
Gear for this job

As an Amazon Associate, PayCrunch earns from qualifying purchases. Links to books and tools are for the job on this page; we only recommend what we’d use in the work.

NACM Principles of Business Credit, 8th

Official NACM 8th (2016), ISBN 978-1-88850-548-1, the current Business Credit Principles text NACM still assigns for Credit Business Associate. This page’s FAQ names NACM credentials (Credit Business Associate and up). Confirm the 8th (1888505486), not leftover 2009 1888505338. Not QBO Dummies (that is bookkeeper / AP) and not leftover 94 CFP. HTTP 200 on /dp/1888505486.

Next steps for an Accounts Receivable Specialist

Some links below are affiliate or partner links. PayCrunch may earn a commission if you enroll or subscribe through them, at no extra cost to you. Wage figures on this page still come from the Bureau of Labor Statistics, not from these programs.

Accounts Receivable Specialist work is specific enough that a stamped 'check out these courses' block would be noise. BLS files this work as Bookkeeping, Accounting, and Auditing Clerks (SOC 43-3031). O*NET Job Zone 3 is typical: vocational school, an apprenticeship, or an associate-level credential, so the honest next credential is a certificate, an apprenticeship-aligned course, or an associate-level program — not a random catalog dump.

The occupation's listed knowledge areas include Administrative and Economics and Accounting; the links search those subjects, not a generic 'career courses' list.

Accounts Receivable Specialists in this dataset list Epic Systems among the tools in use, so a program that names that stack is a better fit than a survey course.

Administrative programs on Coursera for Accounts Receivable Specialist work

Coursera search for administrative — a certificate, an apprenticeship-aligned course, or an associate-level program that lines up with office, not a generic professional-development aisle.

Administrative courses on edX

edX search for administrative, aimed at office (SOC 43-3031). Same field as the Coursera link, different university catalog.

Screened remote and flexible Accounts Receivable Specialist listings on FlexJobs

FlexJobs screens remote, hybrid, freelance, and flexible listings so you are not wading through unverified ads. This is a job-board search for Accounts Receivable Specialist work, not a claim that they list a counted SOC 43-3031 inventory.

Build an Accounts Receivable Specialist resume on Resume Now

Write an Accounts Receivable Specialist resume, or one aimed at Brokerage Clerks, instead of a blank template. Resume Now is a resume builder; we are not claiming a counted template set for this SOC.

Build an Accounts Receivable Specialist resume on Zety

An Accounts Receivable Specialist resume that names the actual tasks on this page, or the step-up title Brokerage Clerks, beats a blank template when you apply.

What Accounts Receivable Specialists earn by state

These are the Bureau of Labor Statistics’ own figures for Bookkeeping, Accounting, and Auditing Clerks, state by state — not a cost-of-living adjustment applied to the national number. Only states employing at least 500 people in the occupation are shown, because a state median drawn from a handful of workers is noise rather than a signal.

District of Columbia
$65,180
highest of them · +29% vs the national median
Puerto Rico
$28,700
lowest of the 53 states and territories that qualify · -43% vs the national median
The same job pays $36,480 more a year at the median in District of Columbia than in Puerto Rico — 127% higher. That gap is what the Bureau measured, before any question of what it costs to live in either place. District of Columbia also carries the top of this job’s range, $94,320 — the figure quoted at the head of this page.
District of Columbia$65,180Connecticut$59,970Massachusetts$59,830California$59,230Washington$58,620New Jersey$58,300New York$58,160Alaska$56,430

Source: U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025, SOC 43-3031. 53 states and territories clear the 500-employee reporting floor for this occupation; those below it are left out rather than shown with a wide error band.

Free data. Use any of it.

PayCrunch publishes verified, BLS-sourced salary + AI-playbook data on 1,000+ professions — free, no signup.

Frequently asked
Will AI replace accounts receivable specialists?
The rote parts - cash application, invoice delivery, first-line dunning - are automating fast, so pure receipt-keying AR is high-exposure. But collections is a human negotiation, disputes need judgment, and someone has to own credit decisions and the DSO story to leadership. The specialists who move from matching payments to prioritizing collections, resolving deductions, and reporting DSO are safe and better paid; those who only apply cash are the most at risk.
Is it safe to put customer payment data into ChatGPT?
No - keep customer names, bank and card details, and remittance data out of consumer AI; that data is governed by GLBA and PCI-DSS. Use the AI inside your AR platform for real data, and use ChatGPT or Claude only with anonymized figures or generic questions for drafting outreach, trending deductions, and learning the metrics.
How is an AR specialist different from a bookkeeper or an AP specialist?
A bookkeeper keeps the whole set of books; an AP specialist pays the company's bills; you collect the company's money. Your levers are cash application accuracy, collections prioritization, dunning effectiveness, deduction resolution, and DSO - a distinct toolset (HighRadius, Gaviti, Esker, Chaser) and a distinct path toward a credit-and-collections analyst role.
How does AI actually raise my pay as an AR specialist?
By moving your time from low-value matching to high-value recovery. Automated cash application frees your hours; AI risk-ranking and better dunning shrink DSO, which is the number leadership rewards; and owning disputes and the DSO report turns you into a credit analyst. It's driving down DSO and owning the reporting, not just working faster, that moves you toward $94,320.
What certification helps an AR specialist move up?
The National Association of Credit Management's credentials (Credit Business Associate and up) and IOFM's Accredited Receivables Specialist are the recognized ones. Pair a credential with deep skill in your AR platform and Excel, and use AI to study - the combination is what supports the jump to collections lead or credit analyst.
Methodology & sources
  • Salary (median, 10th, top of the range) — U.S. Bureau of Labor Statistics, OEWS.
  • By state — the Bureau of Labor Statistics’ own state medians, limited to states employing at least 500 people in the occupation. No cost-of-living arithmetic is applied to a wage anywhere on this page.
  • The plays — PayCrunch's own step-by-step guidance using publicly available AI tools. Tool names/URLs are real and current as of August 2026; prompts written to work as-is. Verify any professional output before relying on it.

Sources