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Occupation · 2026 assessment

Property insurance Auditor

The Property insurance Auditor role combines repeatable operations with decisions that require professional context. The index measures task exposure to AI, software automation and robotics—not the probability that the occupation disappears.

Moderate risk level Search jobs ↗
How risk may change

A forecast estimate, not a guaranteed scenario.

41%2026
46%2028
51%2030
58%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 detection64%
Mapping requirements to documents and controls61%
Assessing evidence sufficiency and issuing a conclusion32%
Entering and classifying financial documents66%
Reconciling transactions and detecting discrepancies63%
Preparing standard financial reports61%
Detecting anomalies and monitoring metrics56%
Scenario planning and interpreting results37%

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 64% · human 57%
  2. 2Mapping requirements to documents and controlsAI 61% · human 54%
  3. 3Assessing evidence sufficiency and issuing a conclusionAI 32% · human 69%
  4. 4Entering and classifying financial documentsAI 66% · human 53%
  5. 5Reconciling transactions and detecting discrepanciesAI 63% · human 64%
  6. 6Preparing standard financial reportsAI 61% · human 65%
  7. 7Detecting anomalies and monitoring metricsAI 56% · human 54%
  8. 8Scenario planning and interpreting resultsAI 37% · human 63%

Why technology can change this work

  • continuous automated controls detect deviations before manual review
  • algorithmic valuation and automated matching reduce property-search work
  • 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

  • independent professional judgement and accountability for conclusions
  • property inspection and discovery of hidden transaction risks
  • 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$7 100per month
2035$9 600scenario estimate
2026: $7 10020262027: $7 35020272028: $7 60020282029: $7 85020292030: $8 10020302031: $8 40020312032: $8 70020322033: $8 95020332034: $9 30020342035: $9 6002035
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%

AI Compliance Officer

Emerging role
New role risk22%
DemandHighDifficultyHighTime3–6 yearsSkill fit43%

AI Auditor

Emerging role
New role risk24%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

ML Model Validator

Emerging role
New role risk20%
DemandHighDifficultyLowTime3–6 monthsSkill fit83%

AI Risk Manager

Emerging role
New role risk19%
DemandHighDifficultyLowTime3–6 monthsSkill fit81%

Data Analyst

Established resilient role
New role risk51%
DemandHighDifficultyMediumTime6–12 monthsSkill fit64%

Job search and transitions

Find work with a lower risk index

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

Skills you already have

  • control-procedure design
  • evidence handling
  • property presentation
  • transaction-term negotiation
  • financial literacy
  • financial reporting

Skills to build

  • continuous AI auditing
  • automated-control validation
  • digital property valuation
  • virtual viewings
  • data analytics
  • BI tools
CurrentProperty insurance Auditor · 41%
→
Keepcontrol-procedure design · evidence handling · property presentation
→
Addcontinuous AI auditing · automated-control validation · digital property valuation

Sources and update

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

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.