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Occupation · 2026 assessment

AI Auditor

Emerging role

An emerging specialist who combines domain expertise with technology in AI governance and regulation. The role focuses on framing tasks, validating outputs, managing risk and taking responsibility for deployment in the real world.

Why this role is emerging: An emerging role at the intersection of AI governance and regulation. It is developing as organizations deploy AI, autonomous systems and robotics; the scope will evolve with practice and regulation.
Low risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

24%2026
30%2028
37%2030
46%2035

Which tasks are exposed

Risk applies to individual tasks—not to a person or an entire occupation.

TaskRisk
Full-population transaction testing and anomaly detection47%
Mapping requirements to documents and controls44%
Assessing evidence sufficiency and issuing a conclusion15%
Entering and classifying financial documents49%
Reconciling transactions and detecting discrepancies46%
Preparing standard financial reports44%
Detecting anomalies and monitoring metrics39%
Scenario planning and interpreting results20%

Task map

AI replaces ↔ AI augments

Each task is positioned by AI capability and the degree of human involvement still required.

  1. 1Full-population transaction testing and anomaly detectionAI 47% · human 74%
  2. 2Mapping requirements to documents and controlsAI 44% · human 71%
  3. 3Assessing evidence sufficiency and issuing a conclusionAI 15% · human 86%
  4. 4Entering and classifying financial documentsAI 49% · human 70%
  5. 5Reconciling transactions and detecting discrepanciesAI 46% · human 81%
  6. 6Preparing standard financial reportsAI 44% · human 82%
  7. 7Detecting anomalies and monitoring metricsAI 39% · human 71%
  8. 8Scenario planning and interpreting resultsAI 20% · human 80%

Why technology can change this work

  • tools automate data preparation, experiments and parts of modelling
  • continuous automated controls detect deviations before manual review
  • documents, transactions and reports have structured digital formats
  • reconciliation, classification and standard calculations repeat
  • rules and anomalies can be checked by software

What protects the occupation

  • choosing the right objective, data and model-quality criteria
  • independent professional judgement and accountability for conclusions
  • a large share of value comes from human judgement, trust or personal accountability
  • accountability for financial decisions
  • non-standard transactions and regulatory change
  • negotiation with management, auditors and regulators

United States · before tax

Average pay and outlook

Estimated nominal monthly pay. The scenario reflects sector, demand and task resilience; it is not a guarantee of income.

2026$9 200per month
2035$14 300scenario estimate
2026: $9 20020262027: $9 65020272028: $10 15020282029: $10 65020292030: $11 20020302031: $11 75020312032: $12 35020322033: $12 95020332034: $13 60020342035: $14 3002035
Find jobs ↗The partner link may contain referral parameters. Data benchmark: U.S. Bureau of Labor Statistics ↗

Practical next step

Where to move next

Do not restart from zero: carry your experience forward and add scarce skills.

Financial Analyst

Established resilient role
New role risk45%
DemandMediumDifficultyLowTime3–6 monthsSkill fit87%

Data Analyst

Established resilient role
New role risk51%
DemandHighDifficultyMediumTime6–12 monthsSkill fit70%

Carbon Accounting Automation Specialist

Emerging role
New role risk22%
DemandHighDifficultyHighTime12–24 monthsSkill fit54%

AI Cost Optimization Analyst

Emerging role
New role risk27%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

AI Compliance Officer

Emerging role
New role risk22%
DemandHighDifficultyHighTime3–6 yearsSkill fit38%

ML Model Validator

Emerging role
New role risk20%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Job search and transitions

Find work with a lower risk index

Compare adjacent paths and open a current search for the selected occupation.

Carbon Accounting Automation Specialist

Skill fit 54% · risk 22%

Search jobs ↗

Skills you already have

  • data work
  • hypothesis testing
  • model-quality evaluation
  • control-procedure design
  • evidence handling
  • financial literacy

Skills to build

  • AI-system evaluation
  • model-behavior monitoring
  • AI governance
  • continuous AI auditing
  • automated-control validation
  • data analytics
CurrentAI Auditor · 24%
→
Keepdata work · hypothesis testing · model-quality evaluation
→
AddAI-system evaluation · model-behavior monitoring · AI governance

Sources and update

Updated: 2026-09-25 · Assessment confidence: Low

International Labour Organization · 2025Generative AI and Jobs: A Refined Global Index of Occupational Exposure

Nearly 30,000 tasks; a global assessment of GenAI exposure across detailed occupational groups.

World Economic Forum · 2025The Future of Jobs Report 2025

A survey of more than 1,000 employers representing over 14 million workers across 55 economies.

O*NET Resource Center · 2026O*NET Database

Occupational, task, skill and work-context structure.