Auditors
Examine and analyze accounting records to determine financial status of establishment and prepare financial reports concerning operating procedures.
AI Impact Summary
Auditors faces moderate AI displacement risk with a score of 36/100. This occupation has higher AI displacement risk than 69% of all analyzed occupations. Of 20 analyzed tasks, 5 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
AI-Resistant Skills (11)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Instructing is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Auditors skill gaps, ranked by relevance to your displacement risk profile.
Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.
Upskill to Reduce Risk
Courses addressing your most AI-vulnerable skills
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Creative Writing Specialization
by Wesleyan University
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.
Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
20 tasks analyzed
Prepare detailed reports on audit findings.
Report to management about asset utilization and audit results, and recommend changes in operations and financial activities.
Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions.
Supervise auditing of establishments, and determine scope of investigation required.
Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies.
Prepare, analyze, and verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning.
Review data about material assets, net worth, liabilities, capital stock, surplus, income, and expenditures.
Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity.
Confer with company officials about financial and regulatory matters.
Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate.
Examine records and interview workers to ensure recording of transactions and compliance with laws and regulations.
Review taxpayer accounts, and conduct audits on-site, by correspondence, or by summoning taxpayer to office.
Examine records, tax returns, and related documents pertaining to settlement of decedent's estate.
Examine inventory to verify journal and ledger entries.
Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets.
Produce up-to-the-minute information, using internal computer systems, to allow management to base decisions on actual, not historical, data.
Direct activities of personnel engaged in filing, recording, compiling, and transmitting financial records.
Examine whether the organization's objectives are reflected in its management activities, and whether employees understand the objectives.
Conduct pre-implementation audits to determine if systems and programs under development will work as planned.
Audit payroll and personnel records to determine unemployment insurance premiums, workers' compensation coverage, liabilities, and compliance with tax laws.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Prepare detailed reports on audit findings. | 52.15Observed | 70.1% | 8% | |
| Report to management about asset utilization and audit results, and recommend changes in operations and financial activities. | 35Estimated | 29.0% | 6% | |
| Inspect account books and accounting systems for efficiency, effectiveness, and use of accepted accounting procedures to record transactions. | 70Estimated | 55.0% | 8% | |
| Supervise auditing of establishments, and determine scope of investigation required. | 30Estimated | 27.0% | 6% | |
| Collect and analyze data to detect deficient controls, duplicated effort, extravagance, fraud, or non-compliance with laws, regulations, and management policies. | 56.75Observed | 49.7% | 9% | |
| Prepare, analyze, and verify annual reports, financial statements, and other records, using accepted accounting and statistical procedures to assess financial condition and facilitate financial planning. | 48.65Observed | 46.5% | 8% | |
| Review data about material assets, net worth, liabilities, capital stock, surplus, income, and expenditures. | 54.35Observed | 70.9% | 6% | |
| Examine and evaluate financial and information systems, recommending controls to ensure system reliability and data integrity. | 50.88Observed | 47.4% | 6% | |
| Confer with company officials about financial and regulatory matters. | 20Estimated | 23.0% | 5% | |
| Inspect cash on hand, notes receivable and payable, negotiable securities, and canceled checks to confirm records are accurate. | 87Estimated | 84.0% | 4% | |
| Examine records and interview workers to ensure recording of transactions and compliance with laws and regulations. | 46.55Observed | 33.6% | 5% | |
| Review taxpayer accounts, and conduct audits on-site, by correspondence, or by summoning taxpayer to office. | 50Estimated | 47.0% | 4% | |
| Examine records, tax returns, and related documents pertaining to settlement of decedent's estate. | 51.25Observed | 69.7% | 2% | |
| Examine inventory to verify journal and ledger entries. | 72Estimated | 78.0% | 4% | |
| Evaluate taxpayer finances to determine tax liability, using knowledge of interest and discount rates, annuities, valuation of stocks and bonds, and amortization valuation of depletable assets. | 70Estimated | 55.0% | 4% | |
| Produce up-to-the-minute information, using internal computer systems, to allow management to base decisions on actual, not historical, data. | 44.73Observed | 67.1% | 3% | |
| Direct activities of personnel engaged in filing, recording, compiling, and transmitting financial records. | 25Estimated | 25.0% | 3% | |
| Examine whether the organization's objectives are reflected in its management activities, and whether employees understand the objectives. | 35Estimated | 41.0% | 3% | |
| Conduct pre-implementation audits to determine if systems and programs under development will work as planned. | 60Estimated | 51.0% | 3% | |
| Audit payroll and personnel records to determine unemployment insurance premiums, workers' compensation coverage, liabilities, and compliance with tax laws. | 92Estimated | 86.0% | 3% |
Protective Factors
Total protective discount: 30.2%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$81,680
per year
Mean Wage
$93,520
per year
Employment
1.4M
workers
Wage Range
$52,780 - $141,420
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Auditors professionals should diversify beyond them.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Persuasion
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 3 scoring runs
overall change