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Occupation · 2026 assessment

Motor insurance Analyst

The Motor insurance Analyst 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.

45%2026
49%2028
54%2030
61%2035

Which tasks are exposed

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

TaskRisk
Cleaning, joining and preparing data69%
Creating standard reports and visualizations67%
Forming conclusions and checking causality39%
Entering and classifying financial documents70%
Reconciling transactions and detecting discrepancies67%
Preparing standard financial reports65%
Detecting anomalies and monitoring metrics60%
Scenario planning and interpreting results41%

Task map

AI replaces ↔ AI augments

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

  1. 1Cleaning, joining and preparing dataAI 69% · human 46%
  2. 2Creating standard reports and visualizationsAI 67% · human 47%
  3. 3Forming conclusions and checking causalityAI 39% · human 64%
  4. 4Entering and classifying financial documentsAI 70% · human 49%
  5. 5Reconciling transactions and detecting discrepanciesAI 67% · human 60%
  6. 6Preparing standard financial reportsAI 65% · human 61%
  7. 7Detecting anomalies and monitoring metricsAI 60% · human 50%
  8. 8Scenario planning and interpreting resultsAI 41% · human 59%

Why technology can change this work

  • AI automatically drafts analyses, finds correlations and explains standard deviations
  • 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 question and checking causality rather than correlation alone
  • 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 200per month
2035$9 750scenario estimate
2026: $7 20020262027: $7 45020272028: $7 70020282029: $7 95020292030: $8 25020302031: $8 50020312032: $8 80020322033: $9 10020332034: $9 40020342035: $9 7502035
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.

AI Auditor

Emerging role
New role risk24%
DemandHighDifficultyLowTime3–6 monthsSkill fit89%

ML Model Validator

Emerging role
New role risk20%
DemandHighDifficultyLowTime3–6 monthsSkill fit87%

AI Risk Manager

Emerging role
New role risk19%
DemandHighDifficultyLowTime3–6 monthsSkill fit85%

Data Analyst

Established resilient role
New role risk51%
DemandHighDifficultyMediumTime6–12 monthsSkill fit66%

Carbon Accounting Automation Specialist

Emerging role
New role risk22%
DemandHighDifficultyHighTime12–24 monthsSkill fit50%

AI Cost Optimization Analyst

Emerging role
New role risk27%
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 50% · risk 22%

Search jobs ↗

Skills you already have

  • analytical question framing
  • metric interpretation
  • financial literacy
  • financial reporting
  • accuracy and attention to detail
  • regulatory understanding

Skills to build

  • SQL and data preparation
  • visualization and forecasting
  • data analytics
  • BI tools
  • accounting automation
  • validation of AI financial models
CurrentMotor insurance Analyst · 45%
→
Keepanalytical question framing · metric interpretation · financial literacy
→
AddSQL and data preparation · visualization and forecasting · data analytics

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.