← Back to blog

The Accounting Talent Pipeline: What the Data Actually Shows

Dynamic Automation · · 8 min read

The accounting profession is changing — and the data tells a more interesting story than the “crisis” headlines suggest. A decade of declining graduates is now meeting a wave of AI investment and organizational restructuring. For practitioners, the question isn’t whether the landscape is shifting. It’s how to position yourself on the right side of that shift.

A decade of pipeline decline

According to the AICPA 2025 Trends Report, total accounting degrees awarded in the U.S. peaked at 79,174 in 2014-15 (56,397 bachelor’s and 22,777 master’s). By 2023-24, that number had fallen to 55,152 — a 30% decline over nine years.

The decline has not been uniform. Bachelor’s degrees fell from 56,397 to 40,817 over the period, but the rate of decline has been slowing: after a 10.3% drop from 2021-22 to 2022-23, the decline moderated to 3.3% the following year. Master’s degrees have fared worse, dropping 15% in 2023-24 alone, from 16,849 to 14,335.

Several factors have contributed:

  • The 150-hour rule — the additional year of education required for CPA licensure beyond a bachelor’s degree — has long been cited as a barrier to entry. In May 2025, AICPA and NASBA approved a new model licensure path allowing candidates to qualify with a bachelor’s degree, two years of experience, and passage of the CPA Exam — a meaningful step toward making the profession more accessible.
  • Compensation gaps between public accounting and adjacent fields like technology and finance have widened, particularly at the entry level.
  • Alternative career paths in data analytics, financial technology, and consulting have drawn talent that might have entered traditional accounting.

The trend is turning

The enrollment picture is encouraging. According to a January 2026 AICPA report based on National Student Clearinghouse data, undergraduate accounting enrollment has now increased for three consecutive years:

  • Fall 2023: 1.9% increase
  • Fall 2024: 11.3% increase
  • Fall 2025: 7.3% increase, reaching 313,397 total postsecondary accounting students

Accounting enrollment grew at 7.3% compared to 1.2% across all majors. One in eight undergraduate business students now majors in accounting, up from one in nine in 2023. Graduate-level accounting enrollment also ticked up for the first time since 2019, reaching 25,580 students in Fall 2025.

As AICPA CEO of Public Accounting Susan Coffey noted, “Three straight years of growth is energizing for the profession.” The pipeline is responding — and reforms like the 150-hour rule change should help sustain that momentum.

Firms are leaning into change

At the same time, firms are actively reshaping how they operate. Between late 2024 and mid-2025, major firms made significant workforce adjustments:

A common thread: many of these changes were driven by lower-than-expected voluntary turnover. After aggressive pandemic-era hiring, attrition fell as remote/hybrid work improved retention and a shifting job market kept people in place. As Bloomberg Tax reported, KPMG cited “continued low levels of attrition” even as audit revenue grew 6%. Firms are recalibrating headcount not because the work is disappearing, but because they’re rethinking how it gets done.

The AI investment is real

That rethinking is backed by serious investment:

The signal is clear: firms see AI as a core part of how accounting gets done going forward. 82% of accountants report being excited about AI, and research from Stanford GSB shows that experienced professionals are already learning to treat AI as a collaborator — leveraging it for the mechanical work while applying their own judgment where it matters.

The opportunity is there. The question is whether the tools match the workflows.

Where practitioners fit in

Much of the AI investment so far has been top-down: enterprise platforms, internal chatbots, partnerships with technology providers. These are important foundations, but only 25% of firms are actively investing in AI training for their teams — and the staff and senior accountants doing the day-to-day work often haven’t seen their actual processes change.

Take fund-of-funds K-1 processing as an example. The work is labor-intensive and detail-oriented: extracting dozens of fields from PDFs, mapping them to Excel templates or tax prep software, handling footnote analysis. Firms have long addressed the volume through offshore teams, staff pulled from other engagements, or seasonal hires. The underlying process hasn’t fundamentally changed.

These are the kinds of workflows where AI-assisted, purpose-built solutions can make an immediate difference — not by replacing the judgment that makes experienced professionals valuable, but by eliminating the mechanical work that fills their hours.

The landscape is shifting — and that’s an opportunity

The accounting profession isn’t shrinking. Enrollment is growing, licensure barriers are coming down, and firms are investing heavily in the future. But the way work gets done is changing, and the firms and practitioners who lean into that change will be best positioned.

The pipeline trends and firm restructuring both point in the same direction: the profession is moving toward leaner teams supported by better tools. What matters is being on the right side of that wave — evaluating your processes, identifying where AI can handle the repetitive work, and freeing your people to do what they do best: make judgment calls.

That’s exactly what Dynamic Automation is here to help with.

Dynamic Automation leverages AI to build focused automation solutions for tax and accounting workflows. Learn more or get in touch.

Sources cited in this article: