
Individual tax returns the IRS expected to be filed during the 2026 tax season
Returns already e-filed by tax professionals as of April 24, 2026
Projected annual openings for accountants and auditors, 2024–2034 (US BLS)
Time basic seasonal onboarding can take when it focuses on essential tasks
Tax firms manage a huge amount of work within a limited period. The IRS expected about 164 million individual tax returns to be filed during the 2026 tax season. By April 24, 2026, tax professionals had already electronically filed nearly 73.9 million returns.
For CPA firms, much of this work arrives within a few busy months. Seasonal staff may be hired shortly before the filing period begins, leaving limited time to train them properly. At the same time, firms cannot simply ask new hires to learn while completing live returns. A small mistake in data entry may delay the review process. A missed document may require another client follow-up. An unclear note may force the reviewer to go back through the complete file. This is why seasonal training should focus on helping people complete a limited set of tasks correctly rather than teaching them everything about tax from the first day.

The AICPA Tax Staff Essentials programme also reflects the need for different learning levels, ranging from basic tax topics to more complex compliance and planning work. Each internal lesson does not need to become a long webinar. A short screen recording, visual guide or AI-powered video can explain one process clearly.
The AI Personalised Reels platform can help turn approved scripts and process information into short video content without arranging a traditional video shoot.
The employee can complete a role-based learning path covering the tasks they will handle during the first week. Instead of attending one long presentation, they can watch a series of short lessons and complete simple knowledge checks after each topic.
The AI Personalised Reels platform can help turn approved scripts and process information into short video content without arranging a traditional video shoot.
The employee should practise using a sample client file. A fictional return can include common documents, a few missing details and one issue that needs to be escalated. The employee can organise the file, enter the information and add notes for review. This gives the manager a clear view of the employee’s readiness before they begin working with real taxpayer information.
Training should continue through small reminders based on the problems that appear in actual work. If several seasonal employees are making the same mistake, the firm can send a short explanation to the complete group. There is no need to schedule another hour-long meeting.
The purpose of a repeatable training system is not to remove managers from the onboarding process. It allows them to spend their limited time where it creates more value.
Instead of explaining how to name a client folder for the tenth time, the manager can review a difficult return. Instead of repeating the complete preparation process, they can help an employee understand an unusual tax situation.
Seasonal staff still receive human guidance, but managers are no longer responsible for delivering every basic lesson personally. This is especially important as accounting firms continue to compete for talent. The US Bureau of Labor Statistics projects about 124,200 openings for accountants and auditors each year between 2024 and 2034.

Firms can use short quizzes, sample client files, practical checklists and manager reviews. Readiness should be based on whether the employee can complete the assigned task correctly, not only whether they watched the training.