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AI recruiting has arrived for accounting. It’s not enough

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Artificial intelligence-based automation is lowering the curtain on the accounting profession’s long and fruitful spreadsheet era — just as the spreadsheet ended the era of hand-calculated ledgers.

This time is different, though. The fundamental labor of tax and audit has forever changed. AI can, in a flash, accomplish what litanies of VLOOKUPs, pivot tables, conditional formulas and various other spreadsheet techniques take hours to do. By altering the basic currency of accounting work, AI has changed the skill sets and personal characteristics tied to success in the accounting profession. That, in turn, has changed this field’s recruiting game — and, more broadly, the talent- and resource-management games. 

AI’s role in recruiting grows by the day, and along two main fronts. The first is boosting HR efficiency by reducing the cost, effort and time required to recruit through the sourcing, screening and evaluation processes. The second is increasing the quality and fit of incoming team members through better accuracy and conversion rates in hiring.

AI is revolutionizing recruiting in tax and audit

A dizzying number of AI-infused solutions exist along both fronts. These include standalone systems as well as recruiting-specific modules offered by major ERP vendors. In addition, ERPs are increasingly exploiting cloud integration to enable the smooth incorporation of what once would have been standalone systems. SAP alone has more than 100 such partners, including Apli, HireEZ, Impress.ai, JobAI-lysis, Magneto, Paradox, Pulsifi, SeekOut, SniperAI and TurboHire, to name just a few.

Some focus narrowly; some cover lots of territory. AI helps screen resumes. Old-school applicant-tracking systems have been doing that for years, but AI is enabling far more precision, to the benefit of companies and candidates alike. More impressively, AI conducts automated, conversational interactions (via web chat, SMS, WhatsApp, email and more) to assess both hard skills (yes, Excel still counts) and soft skills such as emotional intelligence, leadership traits, reliability, customer orientation and teamwork. All that feeds into better candidate profiles while saving HR staff a ton of time.

AI enables tailoring of hiring criteria based on past successful hires. It can run psychometric tests and rank candidates on dozens of variables. It can tap into talent pools through public profiles, professional-service organizations, job boards, university databases and other sources, locally and globally. It can scour for passive candidates and predict candidate interest and availability. AI can determine a prospect’s market value, then use predictive hiring analytics to estimate the likelihood of offer acceptance. It can conduct video interviews and assess communication style and tone, verbal and nonverbal cues, and the consistency of responses, then transcribe and summarize the results.

AI in service delivery changes what accounting firms are recruiting for

AI’s ability to help recruiters tease out soft skills and personal qualities is particularly important to today’s accounting profession. The managing partner of a Big Four firm once joked that an extroverted accountant was one who, while conversing, looked at your shoes instead of his own. That won’t cut it anymore. This field needs people with interpersonal skills and an ability to understand the business significance of the data AI has already spreadsheet-jockeyed. They must compellingly present and explain their conclusions to others in the organization. Much earlier in their careers, accountants must now be able to assess the state of the race rather than just spur on a single horse. 

That has implications far beyond AI in recruiting. Where we’re headed is the AI-facilitated integration of recruiting, resource management and talent management to help spreadsheet sophisticates learn the bigger-picture business and build and refine their strategic-thinking and interpersonal skills — and at the same time provide a new generation of accountants hired on evolved criteria with the deeper audit-and-tax skills they must harness for the firm’s and their own success.

AI-powered resource management has become a major focus

Given the need to bring in strong performers in a specialized field in which retirements are outpacing new entrants, accounting firms are moving on all three fronts. Notably, they’re turning to ERP-integrated AI resource-management and talent-management systems such as ProFinda and Whoz. These take into account skills, rates, availability, capacity and other factors to determine the optimal mix of internal and external workforces, including a growing number of gig-work and contract accountants. Central to these systems are staff retention and reskilling, both which go hand in hand with the new recruiting paradigm. 

The sunset of the spreadsheet era has profound implications for accounting firms. AI-powered recruiting solutions are now indispensable in finding, assessing and bringing in talent poised to thrive in reshaped tax and audit ecosystems. But AI recruiting is not enough. It’s going to take combinations of integrated AI systems to ensure staff can grow quickly into more strategic roles even as firms profitably maintain high levels of client service. It takes a village to raise a child, the saying goes. These days, it takes an AI village to develop an accountant.

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Accounting

Total college enrollment rose 3.2%

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Total postsecondary spring enrollment grew 3.2% year-over-year, according to a report.

The National Student Clearinghouse Research Center published the latest edition of its Current Term Enrollment Estimates series, which provides final enrollment estimates for the fall and spring terms.

The report found that undergraduate enrollment grew 3.5% and reached 15.3 million students, but remains below pre-pandemic levels (378,000 less students). Graduate enrollment also increased to 7.2%, higher than in 2020 (209,000 more students).

Graduation photo

(Read more: Undergraduate accounting enrollment rose 12%)

Community colleges saw the largest growth in enrollment (5.4%), and enrollment increased for all undergraduate credential types. Bachelor’s and associate programs grew 2.1% and 6.3%, respectively, but remain below pre-pandemic levels. 

Most ethnoracial groups saw increases in enrollment this spring, with Black and multiracial undergraduate students seeing the largest growth (10.3% and 8.5%, respectively). The number of undergraduate students in their twenties also increased. Enrollment of students between the ages of 21 and 24 grew 3.2%, and enrollment for students between 25 and 29 grew 5.9%.

For the third consecutive year, high vocational public two-years had substantial growth in enrollment, increasing 11.7% from 2023 to 2024. Enrollment at these trade-focused institutions have increased nearly 20% since pre-pandemic levels.

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Accounting

Interim guidance from the IRS simplifies corporate AMT

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Jordan Vonderhaar/Photographer: Jordan Vonderhaar/

The Internal Revenue Service has released Notice 2025-27, which provides interim guidance on an optional simplified method for determining an applicable corporation for the corporate alternative minimum tax.

The Inflation Reduction Act of 2022 amended Sec. 55 to impose the CAMT based on the “adjusted financial statement income” of an “applicable corporation” for taxable years beginning in 2023. 

Among other details, proposed regs provide that “applicable corporation” means any corporation (other than an S corp, a regulated investment company or a REIT) that meets either of two average annual AFSI tests depending on financial statement net operating losses for three taxable years and whether the corporation is a member of a foreign-parented multinational group.

Prior to the publication of any final regulations relating to the CAMT, the Treasury and the IRS will issue a notice of proposed rulemaking. Notice 2025-27 will be in IRB: 2025-26, dated June 23.

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Accounting

In the blogs: Whiplash | Accounting Today

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Conquering tariffs; bracing for notices; FBAR penalty timing; and other highlights from our favorite tax bloggers.

Whiplash

Number-crunching

  • Canopy (https://www.getcanopy.com/blog): “7-Figure Firm, 4-Hour Workweek: 5 Questions to Ask Yourself.”
  • The National Association of Tax Professionals (https://blog.natptax.com/): This week’s “You Make the Call” looks at Sarah, a U.S. citizen who moved to London for work in 2024. On May 15, 2025, it hit her that she forgot to file her 2024 U.S. return. Was she required to file her 2024 taxes by April 15?
  • Taxable Talk (http://www.taxabletalk.com/): Anteing up with Uncle Sam: The World Series of Poker is back, and one major change this year involves players from Russia and Hungary. After suspension of tax treaties with those nations, players will have 30% of winnings withheld. 
  • Parametric (https://www.parametricportfolio.com/blog): Direct indexing seems to come with a common misunderstanding: On the performance statement, conflating the value of harvested losses with returns. 

Problems brewing

  • Taxing Subjects (https://www.drakesoftware.com/blog): No chill is chillier than the client’s at the mailbox when an IRS notice appears out of the blue. How you can educate — and warn — them about the various notices everybody’s that favorite agency might send.
  • Dean Dorton (https://deandorton.com/insights/): Perhaps because they can be founded on trust, your nonprofit clients are especially vulnerable to fraud.
  • Global Taxes (https://www.globaltaxes.com/blog.php): When it’s your time, it’s your time: The clock starts on FBAR penalties when the tax forms are due and not when penalties are assessed — and even the death of the taxpayer doesn’t extend the deadline.
  • TaxConnex (https://www.taxconnex.com/blog-): Your e-commerce clients can muck up sales tax obligations in many ways. How some of the seeds of trouble might hide in their own billing system.
  • Sovos (https://sovos.com/blog/): What’s up with the five states that don’t have a sales tax?
  • Taxjar (https://www.taxjar.com/resources/blog): Humans are still needed to handle sales tax complexity, with real-world examples.
  • Wiss (https://wiss.com/insights/read/): A business — and business-advising — success story from a California chicken eatery.

Almost half done

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