Tax Preparers

With an automation risk score of 75%, Tax Preparers faces a significant risk of AI-driven displacement. Many core tasks in this role can be automated by current AI systems. However, full replacement is unlikely in the near term -- AI will more likely transform the role rather than eliminate it entirely.

Our estimated AI automation risk score for Tax Preparers is 75% for 2025. Estimated overall AI exposure is 80%, with 94% theoretical exposure and 68% observed exposure. The estimated risk trend from 2023 to 2025 is +21 points. All of these are model-generated estimates, not measurements.

The tasks with the highest automation potential for Tax Preparers are: File tax returns (90%), Calculate tax liability (85%), Gather financial documents (65%). These rates are our own estimates of how much of each task current AI systems can handle. They are not measurements and are not taken from any external dataset.

We estimate a -15% employment change for Tax Preparers between 2024 and 2034. This is our own estimate, not a figure published by the U.S. Bureau of Labor Statistics. Combined with an estimated overall AI exposure of 80%, this occupation faces both traditional labor market shifts and AI-driven transformation. Workers should monitor both employment trends and AI capability growth.

Since AI primarily automates tasks in this role, professionals in Tax Preparers should focus on developing skills that complement AI rather than compete with it. Consider learning AI tool management, shifting toward supervisory and quality-control tasks, and building expertise in areas where human judgment remains essential.