Auditors
Examine and analyze accounting records to determine financial status of establishment and prepare financial reports concerning operating procedures.
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% |
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.
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.
Alternate Career Paths
See all transitionsAccountants
40%Median salary: $81,680
Higher risk than 82% of other occupations
Budget Analysts
38%Median salary: $87,930
Higher risk than 75% of other occupations
Compensation and Benefits Managers
34%Median salary: $140,360
Higher risk than 63% of other occupations
Compensation, Benefits, and Job Analysis Specialists
36%Median salary: $77,020
Higher risk than 70% of other occupations
Cost Estimators
37%Median salary: $77,070
Higher risk than 72% of other occupations
Financial Analysts
33%Median salary: $101,350
Higher risk than 59% of other occupations
Financial Examiners
34%Median salary: $90,400
Higher risk than 61% of other occupations
Market Research Analysts and Marketing Specialists
32%Median salary: $76,950
Higher risk than 52% of other occupations
Risk Management Specialists
38%Median salary: $80,190
Higher risk than 77% of other occupations
Treasurers and Controllers
33%Median salary: $161,700
Higher risk than 57% of other occupations
Score History
Risk score over 3 scoring runs
overall change
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
Related News
Recent articles about AI affecting this occupation

How AI is forcing accounting firms to rethink culture and roles
As artificial intelligence reshapes resource allocation and daily operations, public accounting firms are being forced to redefine their shared purpose. The shift requires leaders to actively manage workforce transitions to maintain trust.

Workiva's New AI Tools Target Regulatory and Compliance Jobs
The company revealed dozens of new AI-driven platform updates at its Amplify conference. These tools are designed to automate and streamline complex regulatory reporting tasks for accounting professionals.

Accounting's $1.6T Market: Why 95% of Spend Still Goes to Human Labor
Despite automation hype, humans and traditional fees still capture 95 cents of every dollar spent in the $1.6 trillion global accounting industry. This massive human-capital spend represents the primary target for upcoming AI agents.

Why CPA Firms Need a Behavioral AI Adoption Playbook
Accounting firms are struggling with uneven AI adoption, creating a divide between eager early adopters and hesitant staff. Experts warn that without structured behavioral guidelines, firms risk creating a fragmented and inefficient workforce.
93% of audit teams now use AI, but 60% lack a formal implementation strategy.
Despite near-universal adoption of artificial intelligence in auditing, the majority of departments are deploying these tools without clear guidelines or training frameworks. This chaotic rollout leaves auditors vulnerable to compliance risks and skills gaps as the technology outpaces management.
Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis