Tax Examiners and Collectors, and Revenue Agents
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Determine tax liability or collect taxes from individuals or business firms according to prescribed laws and regulations.
The automation risk for the occupation "Tax Examiners and Collectors, and Revenue Agents" is estimated at 60.0%, with a base risk of 60.7%. This relatively high risk stems from the repetitive and rule-based nature of many core tasks performed in this role, which aligns with the capabilities of emerging automation and artificial intelligence technologies. Many tax-related processes involve well-defined procedures, structured data, and standardized communications, all of which can be handled efficiently by software tools. Because of this, a significant proportion of the tasks performed by these professionals are increasingly susceptible to automation, especially with the growing prevalence of e-filing systems and digital record-keeping. The top three most automatable tasks in this occupation highlight functions that require less human judgment and more clerical or process-driven actions. Tasks such as sending notices to taxpayers when accounts are delinquent, notifying taxpayers of overpayments or underpayments, and even issuing refunds or requesting further payments are primarily routine and follow prescribed rules. Conferencing with taxpayers or their representatives to discuss returns and resolve problems can also be heavily scripted and supported by AI-powered chatbots or automated help desks. These tasks, therefore, present ample opportunities for automation-driven efficiency gains, consistent with the occupation's moderate-to-high risk assessment. However, several responsibilities resist automation, demanding higher-level reasoning, negotiation, and legal expertise. For example, securing a taxpayer’s agreement to discharge a tax assessment or managing contested determinations for appeals hearings requires nuanced interpersonal skills, negotiation ability, and an understanding of legal subtleties—areas where technology still falls short. Entering tax return information accurately is a bottleneck but also resists full automation due to unstructured or inconsistent data inputs. Preparing briefs, searching, and seizing records for court cases involves a certain degree of originality, analysis, and investigatory skill, which are documented bottleneck abilities (with originality measured at rates such as 2.3% and 2.6%). These resistant tasks underscore why, despite high overall automation risk, a human element remains essential for core legal, analytical, and judgment-based duties in this occupation.