Distribution across 20 profiles.
Middle half of Tax Inspectors score between 28% and 36%.
0%
50%
100%
p10 · 25%
39% · p90
Task breakdown by work type
On-screen work56%
Done entirely on a computer. High AI exposure — these tasks are already in the automation zone.
In-person + screen19%
Physical sensing, digital output — e.g. interviewing someone then writing a report. Partially protected.
Computer + action0%
Computer input, real-world output — needs someone to act on it, not just software.
Fully in-person26%
No computer required. Furthest from automation — the strongest human advantage.
Typical tasks
3 synthetic profiles for a Tax Inspector, ordered by automation exposure.
Tab between them to see how task mix drives the score difference.
TaskTimeTypeExposure
Interview taxpayers and accountants to clarify ambiguities, request missing documentation, and understand business operations and transactions
deep expertisesocial core
26%AA
4%
Conduct field audits at taxpayer premises or businesses to verify records, inventory, cash flows, and claimed expenses
deep expertisesocial core
24%AD
9%
Review submitted tax returns and supporting documents (income statements, deductions, credits) for accuracy and compliance with tax code
17%DD
47%
Analyze financial discrepancies, cross-reference data from multiple sources (bank records, third-party reports), and identify potential fraud or evasion
deep expertise
14%DD
39%
Communicate audit outcomes to taxpayers, explain penalties and interest charges, and handle appeals or disputes about assessments
deep expertisesocial core
10%AA
2%
Prepare detailed audit reports documenting findings, calculations, adjustments owed, and legal justifications for assessments
5%DD
50%
Stay current on evolving tax law, case precedents, and regulatory guidance through training and research
1%DD
88%
TaskTimeTypeExposure
Conduct field audits at taxpayer premises or businesses to verify records, inventory, cash flows, and claimed expenses
deep expertisesocial core
21%AD
14%
Interview taxpayers and accountants to clarify ambiguities, request missing documentation, and understand business operations and transactions
deep expertisesocial core
21%AA
4%
Review submitted tax returns and supporting documents (income statements, deductions, credits) for accuracy and compliance with tax code
20%DD
62%
Prepare detailed audit reports documenting findings, calculations, adjustments owed, and legal justifications for assessments
17%DD
58%
Analyze financial discrepancies, cross-reference data from multiple sources (bank records, third-party reports), and identify potential fraud or evasion
deep expertise
13%DD
39%
Stay current on evolving tax law, case precedents, and regulatory guidance through training and research
4%DD
86%
Communicate audit outcomes to taxpayers, explain penalties and interest charges, and handle appeals or disputes about assessments
deep expertisesocial core
1%AA
5%
TaskTimeTypeExposure
Review submitted tax returns and supporting documents (income statements, deductions, credits) for accuracy and compliance with tax code
23%DD
56%
Analyze financial discrepancies, cross-reference data from multiple sources (bank records, third-party reports), and identify potential fraud or evasion
deep expertise
18%DD
43%
Prepare detailed audit reports documenting findings, calculations, adjustments owed, and legal justifications for assessments
18%DD
53%
Interview taxpayers and accountants to clarify ambiguities, request missing documentation, and understand business operations and transactions
some context neededsocial core
13%AA
2%
Stay current on evolving tax law, case precedents, and regulatory guidance through training and research
12%DD
86%
Conduct field audits at taxpayer premises or businesses to verify records, inventory, cash flows, and claimed expenses
some context neededsocial core
8%AD
20%
Communicate audit outcomes to taxpayers, explain penalties and interest charges, and handle appeals or disputes about assessments
deep expertisesocial core
3%AA
8%
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AI tools for this role
Tools relevant to the most automatable tasks in this profession.
