Artificial intelligence is no longer on the horizon for public accounting—it is here. Audit and tax professionals are already working with tools that can scan contracts, reconcile ledgers, and draft workpapers. What was once considered the “grunt work” of the profession is increasingly being handled by machines. For job seekers considering a career in public accounting, the natural question is: will AI eventually take over? Will firms hire fewer people? Or will the profession evolve into something entirely new?
This article takes the long view. We’ll look at where public accounting is headed in the next three to five years and then cast forward to the next decade. Along the way, we’ll consider whether headcount will shrink, how roles will shift, and what the future might look like for someone starting their career today. To bring it to life, we’ll use imagined scenarios of what work may feel like for accountants in 2030 or 2035. And finally, we’ll share why firms like Search Services—built by former Big Four professionals—are uniquely positioned to help guide job seekers through this moment of transformation.
The Next 3–5 Years: A Profession in Transition
The short term is best described as a period of augmentation. AI is already helping firms do more, faster. In audit, software can now test entire populations instead of just samples, surfacing anomalies in seconds. In tax, AI can track evolving global reporting regimes and assemble filings with precision. These aren’t futuristic promises—they are tools in use today.
So, what does this mean for staffing? Entry-level professionals will feel the change first. Tasks that used to define the early years—tying out spreadsheets, vouching transactions, manually rolling forward workpapers—will shrink in volume. Engagement teams will become leaner at the base. That said, regulators still demand that licensed humans sign off, and clients still pay for professional judgment. The role of the associate may shift, but it won’t vanish.
A Scenario from 2028
Imagine a first-year audit associate in 2028. Instead of spending late nights ticking and tying transactions, she logs into her firm’s AI platform. The system has already flagged unusual revenue entries, tested control effectiveness, and drafted evidence summaries. Her job? Review the flagged items, trace supporting documentation, and decide whether the explanations hold water. She is still learning auditing fundamentals, but she’s learning them through oversight of a machine rather than through hours of repetitive manual work.
Firms will likely hire fewer associates per engagement, but they will expect those associates to climb the learning curve faster. The work will demand more judgment, skepticism, and communication earlier in one’s career. In effect, AI is compressing the apprenticeship model.
The Next 10 Years: Reinvention of the Pyramid
Now picture the world in 2035. Continuous auditing is the norm. AI systems reconcile client ledgers in real time, draft workpapers that are self-documenting, and generate predictive risk assessments. Tax compliance is nearly fully automated, with governments themselves deploying AI to cross-check filings and flag inconsistencies.
At first glance, this sounds like a profession that might employ far fewer people. And in some respects, it will. The traditional staffing pyramid—hundreds of associates at the base, a narrower band of managers in the middle, and a handful of partners at the top—will be reshaped. There simply won’t be as much need for armies of entry-level staff performing rote tasks.
But here’s the twist: demand for accounting expertise won’t disappear. It will shift. Firms will need professionals who can interrogate AI outputs, evaluate complex scenarios, and defend positions to regulators and clients. Entirely new service lines will emerge. Already, we see Big Four firms marketing AI assurance, model risk management, ESG reporting, and cyber-related attest work. By 2035, these will be mainstream practice areas.
A Scenario from 2035
Imagine a tax associate in 2035. Instead of preparing returns line by line, her AI assistant has already compiled the filing across multiple jurisdictions. But the client operates globally, and new minimum tax rules introduced mid-year have created exposure in several countries. The associate’s role? Use scenario modeling to explain how different approaches would affect the client’s tax liability, then walk executives through the risks. The compliance piece is handled—the value lies in interpreting the results and advising on strategy.
In this world, firms may employ fewer people overall in traditional compliance work, but they will employ more in advisory, risk, and assurance. The pyramid flattens at the bottom but expands in the middle.
Will There Be Job Losses?
The honest answer is yes—at least in certain types of roles. Repetitive, manual work will be automated, and firms will need fewer staff to perform it. Campus hiring numbers may shrink, particularly at the largest firms. Engagement teams will look leaner.
But that does not mean the profession will be gutted. First, regulators are not turning oversight over to machines. The PCAOB, FRC, and other standard-setters have made clear that humans remain responsible. Second, complexity is increasing, not decreasing. Global minimum taxes, digital reporting mandates, ESG disclosures, and AI governance are adding to the workload. As governments adopt AI to scrutinize filings and audits, businesses will need professionals who can respond. Complexity begets opportunity.
So yes, some jobs will disappear. But new ones will be created. And the roles that remain will be richer, requiring more judgment and offering more variety.
What Skills Will Matter Most?
For job seekers, the implications are clear. Technical accounting knowledge is still the foundation, but it won’t be enough. You’ll need to:
- Understand how AI tools work, at least at a conceptual level.
- Apply professional skepticism to machine-generated outputs.
- Communicate clearly with clients, regulators, and colleagues.
- Stay adaptable as the profession reinvents itself.
In other words, the skills that make accountants trusted advisors—judgment, communication, integrity—will matter more than ever.
Why Search Services Is Different
This is where our firm comes in. At Search Services, every one of our principals comes from a Big Four background. We’ve sat in your chair. We know what it feels like to be an auditor or tax professional trying to navigate a career path in a world that won’t stop changing. For decades, we’ve helped accountants at every stage—whether stepping out of the Big Four, pivoting to industry, or moving into advisory—find roles that align with both their skills and their future.
What makes us different is perspective. We don’t just fill jobs—we understand the arc of a career in accounting and finance. We’ve watched the profession adapt to Sarbanes-Oxley, to globalization, to remote work. Now we are watching it adapt to AI. And just as before, there will be challenges, but also incredible opportunities. Our role is to help you see them and seize them.
So if you are wondering how AI will affect your path in audit or tax, you don’t have to figure it out alone. We’ve been helping professionals like you for decades, and we are ready to help you navigate this next transition too.
Learn more at Search Services.
Sources
- U.S. Bureau of Labor Statistics, “Accountants and Auditors — Occupational Outlook,” https://www.bls.gov/ooh/business-and-financial/accountants-and-auditors.htm
- PCAOB, Staff Spotlight on Generative AI in Audits (July 22, 2024), https://pcaobus.org/news-events/news-releases/news-release-detail/pcaob-staff-shares-observations-from-outreach-on-use-of-generative-artificial-intelligence-in-audits-and-financial-reporting
- Financial Times, “Big accounting firms fail to track AI impact on audit quality” (July 2025), https://www.ft.com/content/ee5be0d2-6d7b-432b-b778-1f7e471d8145
- FRC, “AI in Audit — guidance” (2025), https://www.frc.org.uk/library/standards-codes-policy/audit-assurance-and-ethics/guidance/ai-in-audit/
- Deloitte UK, usage data on PairD audit chatbot (Feb 2025), https://www.fnlondon.com/articles/deloitte-triples-number-of-auditors-using-ai-chatbot-42086859
- PwC US, $1B investment in AI (2023), https://www.pwc.com/us/en/about-us/newsroom/press-releases/pwc-us-makes-billion-investment-in-ai-capabilities.html
- EY, large-scale AI integration into assurance platform (Apr 2025), https://www.ey.com/en_gl/newsroom/2025/04/ey-announces-large-scale-integration-of-leading-edge-ai-technology-into-global-assurance-technology-platform
- AICPA 2023 Trends Report (pipeline decline), https://www.thiswaytocpa.com/collectedmedia/files/trends-report-2023.pdf
- Thomson Reuters, “2024 State of Tax Professionals Report,” https://www.thomsonreuters.com/en-us/posts/wp-content/uploads/sites/20/2024/05/2024-State-of-Tax-Professionals-Report.pdf