Perspectives from the Profession: Why CPA Firms Are Quietly Moving Away from Seasonal Hiring

IPA - Perspectives From the Profession

By Maanoj Shah, Co-founder & Director of Growth Strategy & Alliances at Finsmart Accounting 

According to the AICPA’s 2023 CPA Firm Talent Study, more than 75% of CPA firms report difficulty hiring qualified staff, and tax practices are feeling the pressure most acutely.

At the same time, the Bureau of Labor Statistics projects that demand for accountants and auditors will continue to grow faster than the available supply through the end of the decade.

Maanoj Shah

Add to this that over 50% of CPAs are expected to retire within the next 10–15 years, according to multiple state society studies summarized by the Journal of Accountancy. 

These forces converge most visibly during tax season-when firms experience: 

  • unfilled seasonal roles 
  • compressed onboarding timelines
  • inconsistent output quality 
  • growing review backlogs 
  • and partners pulled deep into production work

As a result, many CPA firms are rethinking a long-standing assumption: that seasonal hiring is the default solution to tax-season capacity.

The tax-season bottleneck has shifted downstream 

Tax preparation itself has become faster and more standardized. 

Most firms now rely on: 

  • digital client portals and organizers 
  • standardized workpapers 
  • OCR and document extraction tools 
  • AI-assisted diagnostics and checks

These tools have increased throughput at the preparation stage.

Yet despite faster prep, many firms still struggle with:

  • delayed filings 
  • extended deadlines 
  • reviewer overload 
  • and heavy partner involvement late in the process

The reason is simple: review capacity has not scaled at the same pace as preparation capacity.

In modern tax practices, review-not preparation-has become the primary constraint.

Why seasonal hiring struggles to solve today’s tax-season problems 

Seasonal hiring was effective in an era when tax returns were simpler, workflows were slower, and review expectations were less rigorous. 

In today’s environment, it introduces several structural weaknesses. 

  1. Hiring occurs after the problem is already visible

Firms often realize they are short-staffed in February or March. At that point, experienced seasonal talent is scarce, and there is limited time to train new hires to firm standards. 

  1. Temporary staff increase review effort

Seasonal preparers frequently lack deep familiarity with: 

  • firm-specific documentation standards 
  • reviewer expectations 
  • escalation protocols 
  • quality thresholds

This leads to additional clarification cycles, rework, and deeper review-offsetting the intended capacity gains.

  1. Partners absorb operational risk

When output quality varies, partners step in to protect deadlines and client relationships. Over time, this transforms partners into: 

  • final reviewers 
  • issue resolvers 
  • workflow coordinators

This is one of the most expensive and least scalable ways to run a tax practice. 

Automation and AI are accelerating prep-but not replacing judgment 

Automation and AI are reshaping tax workflows, particularly in early-stage preparation. 

They are increasingly used for: 

  • document classification 
  • data population 
  • variance detection
  • draft return assembly

However, tax compliance remains a judgment-intensive discipline.

Key decisions still require experienced professionals to: 

  • assess materiality 
  • interpret ambiguous fact patterns 
  • evaluate position support 
  • ensure consistency across entities and years
  • take accountability for filings

As preparation accelerates, more returns enter the review stage faster. This makes review capacity more critical, not less.

Firms that invest only in automation without strengthening human review often find that bottlenecks simply move further downstream. 

From reactive hiring to intentional capacity design 

Rather than asking how many seasonal staff they need each year, more firms are shifting the question to: 

How do we design a delivery system that can absorb volume without compromising quality? 

This has led to growing interest in seat-based capacity models, where firms add structured, role-specific capacity aligned to distinct stages of tax delivery. 

In these models: 

  • capacity is planned rather than reactive 
  • roles are stable across seasons 
  • knowledge compounds year over year
  • review responsibility is explicitly staffed

The result is not just higher output-but more predictable and controllable output. 

Why review leadership has become the differentiator 

In many CPA firms, review is treated as something seniors and partners manage “on top of everything else.” 

But review is the control point where: 

  • errors are prevented 
  • rework cycles are reduced 
  • quality standards are enforced
  • partner time is protected

Firms that rely heavily on seasonal labor often experience: 

  • inconsistent review quality 
  • stretched senior staff
  • late-stage partner intervention

By contrast, firms that build dedicated review capacity see: 

  • cleaner handoffs 
  • faster turnaround times 
  • fewer last-minute issues
  • more confidence in delegation

This shift is less about geography and more about role clarity and accountability. 

Offshore talent is becoming infrastructure, not experimentation 

Offshore tax professionals are no longer viewed as a short-term fix by many firms. 

When deployed correctly, they function as: 

  • embedded team members
  • consistent contributors across seasons
  • specialists aligned to defined workflow stages

The difference lies in structure.

When offshore professionals are treated as interchangeable labor, results vary. When they are deployed as dedicated seats with defined responsibility, they become part of the firm’s operational backbone.

This approach supports scalability without sacrificing control. 

What scalable tax delivery looks like in practice 

Firms moving away from seasonal hiring tend to share several characteristics: 

  1. Work is segmented by complexity, not just volume 
  2. Preparation and review are staffed as separate functions 
  3. Quality control happens before partner review 
  4. Capacity is added in planned units, not emergency hires 
  5. Partners focus on risk, planning, and client relationships 

This structure allows firms to: 

  • manage growth without chaos 
  • reduce surprise extensions 
  • improve client experience during peak season 
  • maintain margins under pressure 

A note on seat-based tax capacity models 

One structured approach gaining attention is the tax seat model, where firms add dedicated, role-specific tax capacity that integrates directly into their existing workflows. 

Unlike traditional outsourcing, this model emphasizes: 

  • continuity over transactions 
  • defined responsibility over task lists 
  • review leadership as a core capability 

Resilience over reaction 

Seasonal hiring was designed for a more predictable era. 

Today’s tax environment demands: 

  • intentional capacity planning 
  • structured review processes
  • delivery systems that perform under pressure

The firms pulling ahead are not hiring faster. They are designing operating models that scale without relying on heroics.

That is why the move away from seasonal hiring is happening quietly-but decisively-across the profession. 

 

About Maanoj
Maanoj Shah is the Co-founder & Director of Growth Strategy & Alliances at Finsmart Accounting, where he pioneered the “Accounting Seat” model—a revolutionary offshore embedded staffing solution purpose-built for Accounting and CPA firms. Widely recognized as an outsourcing and offshoring expert, Maanoj’s insights have been featured in leading accounting publications, and he regularly speaks at premier industry conferences including Scaling New Heights, Bridging the Gap, BKX, and Women Who Count.

A dynamic growth leader with over two decades of experience, Maanoj has incubated, scaled, and exited ventures across Fintech, HR, and Consulting sectors, holding various CXO roles throughout his career. His passion for scaling businesses is matched by his commitment to social impact. He is the Co-founder of Mission ICU, a national healthcare initiative that installs critical care units in underserved areas of India, and was recognized by the World Economic Forum for its last-mile impact.

Outside of work, Maanoj leads an active lifestyle as an avid tennis player and passionate golfer, blending strategy and agility on and off the court. 

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