[{"data":1,"prerenderedAt":188},["ShallowReactive",2],{"blog-will-ai-replace-appraisers":3},{"post":4,"related":74,"pillar":75},{"slug":5,"title":6,"seoTitle":7,"description":8,"date":9,"updated":10,"category":11,"pillar":12,"howto":12,"keywords":13,"tags":22,"related":26,"faq":30,"words":46,"minutes":47,"parts":48,"toc":51,"steps":73},"will-ai-replace-appraisers","Will AI Replace Appraisers? What AVMs Can and Can't Do","Will AI Replace Appraisers? AVMs Explained | Carat","Will AI replace appraisers? A plain look at what automated valuation models do well, where they fail, the new AVM rule, and where appraisers still matter.","2026-09-22","2026-10-25","ai",false,[14,15,16,17,18,19,20,21],"will ai replace appraisers","automated valuation model","avm vs appraisal","ai appraisal","future of appraisers","are appraisers being replaced","avm quality control rule","machine learning appraisal",[23,24,25],"AI","AVMs","Appraiser Life",[27,28,29],"ai-appraisal-software-2026","hybrid-desktop-bifurcated-appraisals","appraiser-shortage-trainee-bottleneck",[31,34,37,40,43],{"q":32,"a":33},"Will AI replace real estate appraisers?","AI and AVMs already replace some appraisals, mostly on low-risk loans where lenders are allowed to waive one. They do not replace the appraiser's role on complex properties, thin markets, condition-driven values, litigation, or any assignment that needs an inspected, credentialed opinion.",{"q":35,"a":36},"How accurate are automated valuation models?","Accuracy varies by model, market and property. AVMs tend to do best on typical homes in active markets with many recent sales and worst on unique, rural or poorly documented properties. Lenders are now required to have quality control standards for the AVMs they rely on.",{"q":38,"a":39},"What is the AVM quality control rule?","It is a 2024 interagency final rule, effective October 1, 2025, that requires mortgage originators and secondary market issuers using AVMs for credit decisions to maintain controls for confidence, data integrity, conflicts of interest, random testing and nondiscrimination.",{"q":41,"a":42},"Is appraising still a good career?","The Bureau of Labor Statistics projects employment of property appraisers and assessors to grow 4 percent from 2024 to 2034, about as fast as average, with about 6,300 openings a year. Work is shifting toward complex assignments, review, and new scopes like hybrid appraisals.",{"q":44,"a":45},"Does an AVM look inside the house?","No. An AVM works from data such as public records, past sales and listings. It cannot see a failed roof, a gutted kitchen, a foundation crack or an unpermitted addition unless that information is already in its data.",1508,7,[49,50],"\u003Cp>Will AI replace appraisers? You hear the question at the closing table, from your nephew, and maybe from yourself at 10pm after the third revision request this week. It's a fair question. Lenders already skip appraisals on some loans. Automated valuation models produce a number in seconds. Software vendors (us included) say "AI" a lot. Here is an honest answer from people who build appraisal software and grew up around an appraisal firm: AI will take some work away, it will change a lot of work, and it will not replace the person who has to stand behind a value.\u003C\u002Fp>\n\u003Cp>\u003Cstrong>Key takeaways\u003C\u002Fstrong>\u003C\u002Fp>\n\u003Cul>\n\u003Cli>An automated valuation model (AVM) predicts a price from data. It doesn't inspect, verify or reason about a specific house.\u003C\u002Fli>\n\u003Cli>AVMs and appraisal waivers already handle some low-risk loans. That trend predates the current AI wave.\u003C\u002Fli>\n\u003Cli>A federal rule on AVM quality control took effect October 1, 2025. It covers lenders and issuers, not appraisers developing appraisals.\u003C\u002Fli>\n\u003Cli>The BLS projects appraiser and assessor employment to grow about as fast as average through 2034.\u003C\u002Fli>\n\u003Cli>The safe bet for appraisers: let software do the clerical work, and build your practice around the judgment a model can't supply.\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch2 id=\"what-an-automated-valuation-model-actually-is\">What an automated valuation model actually is\u003C\u002Fh2>\n\u003Cp>An AVM is a statistical model. It takes in what it can find about a property (address, lot size, GLA, beds, baths, year built from public records, recent nearby sales, sometimes listing data) and outputs a predicted price, often with a confidence score.\u003C\u002Fp>\n\u003Cp>The federal rule defines it simply: \u003Ca href=\"https:\u002F\u002Ffiles.consumerfinance.gov\u002Ff\u002Fdocuments\u002Fcfpb_quality-control-standards-for-avm-small-entity-compliance-guide_2024-10.pdf\" target=\"_blank\" rel=\"noopener\">any computerized model used by mortgage originators and secondary market issuers to determine the value of a consumer's principal dwelling\u003C\u002Fa> collateralizing a mortgage. Older AVMs used hedonic regression. Newer ones use machine learning. The idea is the same: find the pattern in many past sales and apply it to one more house.\u003C\u002Fp>\n\u003Ch3 id=\"what-avms-do-well\">What AVMs do well\u003C\u002Fh3>\n\u003Cul>\n\u003Cli>\u003Cstrong>Speed and scale.\u003C\u002Fstrong> A lender can value a whole loan portfolio overnight.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Typical homes in active markets.\u003C\u002Fstrong> A 1990s three-bedroom ranch in a subdivision with 40 sales in the last six months is a pattern problem, and models are good at pattern problems.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Screening.\u003C\u002Fstrong> Flagging loans that need a closer look, or catching a value that looks out of line.\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Ch3 id=\"what-avms-can-t-do\">What AVMs can't do\u003C\u002Fh3>\n\u003Cul>\n\u003Cli>\u003Cstrong>See condition.\u003C\u002Fstrong> If the tax roll says the house is fine, the model thinks the house is fine. It doesn't know the basement floods, the roof is at the end of its life, or the kitchen was gutted last month.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Verify the data.\u003C\u002Fstrong> Public records can be years out of date. An unpermitted addition, a converted garage or a finished basement may not be there at all. The model trusts its inputs.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Handle thin markets.\u003C\u002Fstrong> Rural property, unique homes, mixed-use lots, the house on 40 acres with a pole barn: few comparable sales means weak patterns.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Explain itself in a way a reviewer can test.\u003C\u002Fstrong> An appraiser can say why comp 3 got a $15,000 view adjustment. A model's reasoning is spread across many variables.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Exercise judgment at a turn.\u003C\u002Fstrong> When a market shifts quickly, the model is learning from sales that already happened. An appraiser who talks to agents and watches pendings sees the turn sooner.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Take responsibility.\u003C\u002Fstrong> An appraisal is a credentialed person's opinion, developed under USPAP, with a signature and a license behind it.\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Cblockquote class=\"bl-callout note\">\u003Cp>\u003Cstrong>Note:\u003C\u002Fstrong> A comp three miles out with a big location adjustment, explained in two sentences of your commentary, is something a reviewer can test. An AVM's "confidence score" is not the same kind of support.\u003C\u002Fp>\n\u003C\u002Fblockquote>\n\u003Ch2 id=\"the-2024-interagency-avm-rule\">The 2024 interagency AVM rule\u003C\u002Fh2>\n\u003Cp>For years the AVM was a black box from the appraiser's point of view. That changed when six agencies (the OCC, the Federal Reserve, the FDIC, the NCUA, the CFPB and the FHFA) issued a final rule implementing the AVM quality control standards Congress required in the Dodd-Frank Act. It was published August 7, 2024, and took effect \u003Ca href=\"https:\u002F\u002Fwww.fhfa.gov\u002Fregulation\u002Ffederal-register\u002Ffinal-rule\u002Fquality-control-standards-for-automated-valuation-models\" target=\"_blank\" rel=\"noopener\">October 1, 2025\u003C\u002Fa>.\u003C\u002Fp>\n\u003Cp>Lenders and secondary market issuers that use AVMs for credit decisions must maintain policies, practices, procedures and controls designed to:\u003C\u002Fp>\n\u003Col>\n\u003Cli>ensure a high level of confidence in the estimates,\u003C\u002Fli>\n\u003Cli>protect against the manipulation of data,\u003C\u002Fli>\n\u003Cli>seek to avoid conflicts of interest,\u003C\u002Fli>\n\u003Cli>require random sample testing and reviews, and\u003C\u002Fli>\n\u003Cli>comply with applicable nondiscrimination laws.\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Cp>The \u003Ca href=\"https:\u002F\u002Ffdic.gov\u002Fnews\u002Ffinancial-institution-letters\u002F2024\u002Ffinal-rule-real-estate-valuations-quality-control-standards\" target=\"_blank\" rel=\"noopener\">FDIC's financial institution letter\u003C\u002Fa> on the rule is a short, readable summary if you want the regulator's own words.\u003C\u002Fp>\n\u003Cp>For appraisers, two things matter. First, the \u003Ca href=\"https:\u002F\u002Ffiles.consumerfinance.gov\u002Ff\u002Fdocuments\u002Fcfpb_quality-control-standards-for-avm-small-entity-compliance-guide_2024-10.pdf\" target=\"_blank\" rel=\"noopener\">CFPB's compliance guide\u003C\u002Fa> says the rule doesn't cover "the development of an appraisal by a certified or licensed appraiser." Your work stays under USPAP and your state board. Second, the rule is a signal. Regulators are treating automated value as something that needs testing, independence and fairness checks, the same values appraisers have been held to for decades.\u003C\u002Fp>\n\u003Ch2 id=\"where-automation-has-already-replaced-appraisals\">Where automation has already replaced appraisals\u003C\u002Fh2>\n\u003Cp>Be clear-eyed: some loans that once got a full interior appraisal don't anymore.\u003C\u002Fp>\n\u003Cul>\n\u003Cli>\u003Cstrong>Value acceptance (appraisal waivers).\u003C\u002Fstrong> On eligible loans, Fannie Mae's DU and Freddie Mac's ACE can offer to skip the appraisal. The lender relies on the GSE's data and models.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Value acceptance + property data.\u003C\u002Fstrong> Fannie Mae's \u003Ca href=\"https:\u002F\u002Fselling-guide.fanniemae.com\u002Fsel\u002Fb4-1.4-11\u002Fvalue-acceptance-property-data\" target=\"_blank\" rel=\"noopener\">VA+PD\u003C\u002Fa> sends a trained, vetted data collector to observe the interior and exterior. No appraisal is obtained, and Fannie Mae accepts the lender's value estimate. Freddie Mac's \u003Ca href=\"https:\u002F\u002Fmy.sf.freddiemac.com\u002Fdocs\u002Fpdf\u002Ffact-sheet\u002Facepluspdr.pdf\" target=\"_blank\" rel=\"noopener\">ACE+ PDR\u003C\u002Fa> works on similar lines.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Desktop and hybrid appraisals.\u003C\u002Fstrong> An appraiser still forms the opinion, but someone else (or no one) does the physical inspection. We cover these scopes in \u003Ca href=\"\u002Fblog\u002Fhybrid-desktop-bifurcated-appraisals\">hybrid, desktop and bifurcated appraisals\u003C\u002Fa>.\u003C\u002Fli>\n\u003C\u002Ful>\n\u003Cp>Notice what these programs keep: a person on site when condition matters, and an appraiser when the risk is higher. The automation is in deciding \u003Cem>when\u003C\u002Fem> an appraisal is needed, not in producing one.\u003C\u002Fp>\n","\u003Ch2 id=\"the-jobs-numbers\">The jobs numbers\u003C\u002Fh2>\n\u003Cp>The \u003Ca href=\"https:\u002F\u002Fwww.bls.gov\u002Fooh\u002Fbusiness-and-financial\u002Fappraisers-and-assessors-of-real-estate.htm\" target=\"_blank\" rel=\"noopener\">Bureau of Labor Statistics\u003C\u002Fa> projects employment of property appraisers and assessors to grow 4 percent from 2024 to 2034, about as fast as the average for all occupations, with about 6,300 openings a year on average over the decade. In BLS projections, most openings in a field like this come from replacing people who retire or change careers, not only from growth.\u003C\u002Fp>\n\u003Cp>Projections aren't promises, and volume swings hard with interest rates. Anyone who lived through the 2020 refi boom and the 2022 rate shock knows that. But nothing in the official outlook describes a profession being automated out of existence. The bigger near-term problem in many markets is getting trainees through to licensure. See \u003Ca href=\"\u002Fblog\u002Fappraiser-shortage-trainee-bottleneck\">the appraiser shortage and the trainee bottleneck\u003C\u002Fa>.\u003C\u002Fp>\n\u003Ch2 id=\"what-will-change-for-appraisers\">What will change for appraisers\u003C\u002Fh2>\n\u003Cp>AI won't take the signature. It will change the work around it.\u003C\u002Fp>\n\u003Cdiv class=\"bl-table\">\u003Ctable>\u003Cthead>\u003Ctr>\u003Cth>Part of the job\u003C\u002Fth>\u003Cth>Likely direction\u003C\u002Fth>\u003C\u002Ftr>\u003C\u002Fthead>\u003Ctbody>\u003Ctr>\u003Ctd>Typing subject data, parcel ID, tax facts\u003C\u002Ftd>\u003Ctd>Mostly automated, verified by you\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Checking the report against GSE rules\u003C\u002Ftd>\u003Ctd>Automated; under UAD 3.6 the rule set is large\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Arithmetic, maps, photo placement, exhibits\u003C\u002Ftd>\u003Ctd>Automated\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Comp selection\u003C\u002Ftd>\u003Ctd>Data-assisted, still your call\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Adjustments\u003C\u002Ftd>\u003Ctd>Better supported by data, including your own past reports\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Condition and quality ratings\u003C\u002Ftd>\u003Ctd>Still yours; harder for any model\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Inspection\u003C\u002Ftd>\u003Ctd>Physical, virtual or third-party, depending on scope\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Reconciliation and value opinion\u003C\u002Ftd>\u003Ctd>Yours\u003C\u002Ftd>\u003C\u002Ftr>\u003Ctr>\u003Ctd>Defending the report (ROV, review, testimony)\u003C\u002Ftd>\u003Ctd>Yours\u003C\u002Ftd>\u003C\u002Ftr>\u003C\u002Ftbody>\u003C\u002Ftable>\u003C\u002Fdiv>\n\u003Cp>The pattern is the same one appraisers lived through with forms software, digital photos and UCDP. The clerical work shrinks. The judgment stays. The \u003Ca href=\"\u002Fblog\u002Fai-appraisal-software-2026\">overview of AI appraisal software in 2026\u003C\u002Fa> goes deeper on which tools help and which ones overreach.\u003C\u002Fp>\n\u003Ch2 id=\"how-to-make-yourself-hard-to-replace\">How to make yourself hard to replace\u003C\u002Fh2>\n\u003Col>\n\u003Cli>\u003Cstrong>Be the person for the hard assignments.\u003C\u002Fstrong> Rural, unique, high-value, multi-unit, condition-driven, litigation. These are exactly where models are weakest.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Support your adjustments with data.\u003C\u002Fstrong> "Market derived" with nothing behind it reads like a rule of thumb. Paired sales, grouped data and your own history read like analysis. Our guide to \u003Ca href=\"\u002Fblog\u002Fdata-driven-adjustments-from-past-reports\">data-driven adjustments from your own past reports\u003C\u002Fa> shows how.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Get fast at the clerical part.\u003C\u002Fstrong> Let software fill parcel data and check the UAD 3.6 compliance rules, so your hours go into analysis.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Learn the new scopes.\u003C\u002Fstrong> Hybrid and desktop work is real work. Knowing how to read a property data report critically is a skill.\u003C\u002Fli>\n\u003Cli>\u003Cstrong>Write commentary a reviewer can test.\u003C\u002Fstrong> Short, specific, tied to the data. That's the opposite of what a model produces.\u003C\u002Fli>\n\u003C\u002Fol>\n\u003Cblockquote class=\"bl-callout tip\">\u003Cp>\u003Cstrong>Tip:\u003C\u002Fstrong> When a lender or borrower quotes an online estimate at you, don't argue with the number. Explain what you saw that the model couldn't: the condition, the location influence, the comps it didn't have.\u003C\u002Fp>\n\u003C\u002Fblockquote>\n\u003Ch2 id=\"the-honest-answer\">The honest answer\u003C\u002Fh2>\n\u003Cp>Will AI replace appraisers? Not the appraiser who inspects, analyzes, reconciles and signs. It will replace some appraisals on low-risk loans, as waivers already have. It will replace hours of retyping and checking, which is good news for anyone paid a flat fee. And it raises the bar for what an appraiser's report needs to show, because the reader can now get a number for free. The value of an appraisal is in the reasoning behind the number.\u003C\u002Fp>\n\u003Cp>That's how we built Carat: automation for the clerical work, \u003Ca href=\"\u002F\">AI-powered checks and adjustment history from your own reports\u003C\u002Fa>, and the value opinion left to you. If you want software that works that way, you can \u003Ca href=\"\u002Fsign-in?mode=create\">create an account\u003C\u002Fa>.\u003C\u002Fp>\n",[52,55,58,61,64,67,70],{"id":53,"t":54},"what-an-automated-valuation-model-actually-is","What an automated valuation model actually is",{"id":56,"t":57},"the-2024-interagency-avm-rule","The 2024 interagency AVM rule",{"id":59,"t":60},"where-automation-has-already-replaced-appraisals","Where automation has already replaced appraisals",{"id":62,"t":63},"the-jobs-numbers","The jobs numbers",{"id":65,"t":66},"what-will-change-for-appraisers","What will change for appraisers",{"id":68,"t":69},"how-to-make-yourself-hard-to-replace","How to make yourself hard to replace",{"id":71,"t":72},"the-honest-answer","The honest answer",[],[75,112,149],{"slug":27,"title":76,"seoTitle":77,"description":78,"date":79,"updated":10,"category":11,"pillar":80,"howto":12,"keywords":81,"tags":88,"related":91,"faq":94,"words":110,"minutes":111},"AI Appraisal Software in 2026: What It Does, and What It Shouldn't","AI Appraisal Software in 2026: An Honest Guide | Carat","AI appraisal software in 2026, explained for working appraisers: what automation should handle, where AVMs fit, and why your judgment and signature stay.","2026-10-14",true,[82,83,84,21,15,14,85,86,87],"ai appraisal software","ai for appraisers","appraisal automation","ai appraisal tools","appraisal software with ai","uad 3.6 ai",[23,89,90,24],"Automation","UAD 3.6",[5,92,93],"ai-catches-amc-revision-requests","data-driven-adjustments-from-past-reports",[95,98,101,104,107],{"q":96,"a":97},"What is AI appraisal software?","It is report software that uses automation and statistical models to handle clerical work for the appraiser: filling public-record data, checking the report against rules, and summarizing the appraiser's own past data. The appraiser still inspects, analyzes, concludes value and signs.",{"q":99,"a":100},"Can AI write my appraisal report?","It should not. USPAP holds the appraiser responsible for the analysis and the conclusions in the report. Software can fill facts and flag errors, but the narrative, the adjustments and the value opinion need to be yours.",{"q":102,"a":103},"Is an automated valuation model the same as an appraisal?","No. An AVM is a computer model that estimates value from data without an inspection or an appraiser's analysis. An appraisal is a credentialed appraiser's opinion of value developed under USPAP.",{"q":105,"a":106},"Does the 2024 AVM quality control rule apply to appraisers?","The interagency rule, effective October 1, 2025, applies to mortgage originators and secondary market issuers that use AVMs for credit decisions. The CFPB's compliance guide says it does not cover the development of an appraisal by a certified or licensed appraiser.",{"q":108,"a":109},"What should I look for in AI tools for appraisers?","Look for automation you can check: every auto-filled value shows its source, every warning links to the field, and nothing goes into the report without your review. Avoid tools that produce a value or commentary you cannot trace.",2684,12,{"slug":28,"title":113,"seoTitle":114,"description":115,"date":116,"updated":10,"category":11,"pillar":12,"howto":12,"keywords":117,"tags":127,"related":130,"faq":132,"words":148,"minutes":47},"Hybrid, Desktop and Bifurcated Appraisals: Where Technology Fits","Hybrid and Desktop Appraisals Explained (2026) | Carat","Hybrid, desktop and bifurcated appraisals explained: Fannie Mae and Freddie Mac eligibility, who inspects, and how UAD 3.6 reports each scope.","2026-09-30",[118,119,120,121,122,123,124,125,126],"hybrid appraisal","desktop appraisal","bifurcated appraisal","fannie mae desktop appraisal","freddie mac hybrid appraisal","value acceptance property data","property data collection","ace+ pdr","uad 3.6 inspection method",[128,129,90,23],"Hybrid Appraisals","Desktop Appraisals",[27,5,131],"uad-3-6-complete-guide",[133,136,139,142,145],{"q":134,"a":135},"What is the difference between a hybrid and a desktop appraisal?","In a hybrid appraisal, a trained third party collects interior and exterior data on site and the appraiser relies on it. In a desktop appraisal, no one performs a current inspection for the appraisal; the appraiser relies on data sources such as public records, listings and floor plans.",{"q":137,"a":138},"What is a bifurcated appraisal?","Bifurcated is an industry term for splitting an appraisal into two assignments: property data collection by one person on site, and the analysis and value opinion by an appraiser who may never visit. Fannie Mae's hybrid appraisal is one form of it.",{"q":140,"a":141},"When does Fannie Mae allow a desktop appraisal?","Per the Selling Guide, a desktop appraisal is eligible for a one-unit principal residence purchase, including new construction, with LTV at or below 90 percent and a DU Approve\u002FEligible recommendation. Refinances, second homes, investment properties, two- to four-unit properties, condos, co-ops and manufactured homes are ineligible.",{"q":143,"a":144},"Who can be a property data collector?","Fannie Mae requires a trained and vetted collector and asks the appraiser to report the collector's workforce type, such as appraiser, appraiser trainee, real estate agent, home inspector or insurance inspector. The lender is responsible for vetting the collector.",{"q":146,"a":147},"How does UAD 3.6 handle desktop and hybrid scopes?","The redesigned URAR is one dynamic report. The appraiser reports how the interior and exterior were inspected (Physical, Virtual or No Inspection), and the property data collector's inspection is reported separately when one was used. The compliance rules check that the certification matches.",1662,{"slug":29,"title":150,"seoTitle":151,"description":152,"date":153,"updated":10,"category":154,"pillar":12,"howto":12,"keywords":155,"tags":164,"related":167,"faq":170,"words":186,"minutes":187},"The Appraiser Shortage and the Trainee Bottleneck","The Appraiser Shortage & Trainee Bottleneck | Carat","Is there an appraiser shortage? What National Registry data shows, why trainees struggle to find supervisors, and where PAREA and 2018 AQB changes fit.","2026-09-29","appraiser-life",[156,157,158,159,160,161,162,163],"appraiser shortage","appraiser trainee","how to become an appraiser","supervisory appraiser","parea appraisal","appraiser trainee bottleneck","number of appraisers","appraiser licensing requirements",[25,165,166],"Trainees","PAREA",[168,169,5],"appraiser-burnout-fees-turn-times-revisions","appraisal-firm-business-math-2026",[171,174,177,180,183],{"q":172,"a":173},"Is there really an appraiser shortage?","The number of credentials on the Appraisal Subcommittee's National Registry has declined for years, to 89,618 at the end of 2025. Whether that feels like a shortage depends on the market and the loan volume. It is felt most in rural areas and during refinance booms.",{"q":175,"a":176},"How many hours does an appraiser trainee need?","Under the AQB minimum criteria effective May 1, 2018, a Licensed Residential credential requires 1,000 hours over at least six months and Certified Residential requires 1,500 hours over at least twelve months. States may set stricter requirements, so check your state board.",{"q":178,"a":179},"What is PAREA?","PAREA, Practical Applications of Real Estate Appraisal, is an AQB-approved alternative to the traditional supervisor and trainee model. It uses simulated, mentored training to provide experience credit toward residential credentials, and states decide whether to accept it.",{"q":181,"a":182},"Why won't appraisers take on trainees?","Supervising takes time, adds liability, and can reduce income, since some clients won't accept trainee work and the fee doesn't grow when two people work the file. Many appraisers also worry about training a competitor.",{"q":184,"a":185},"How do I find a supervisory appraiser?","Common routes include state and local appraisal associations, coalitions, appraisal schools, local firms that already employ staff, and simply calling certified appraisers in your area. A clear plan for how you'll add value to their business helps.",1474,6,1793082914967]