Rankings β Will AI Replaceβ¦
Will AI Replace Insurance Appraisers, Auto Damage?
π‘ Insurance Appraisers, Auto Damage have a composite risk score of 67/100 (Frey-Osborne probability: 98%, GenAI exposure: 31/100). With 7,790 workers in the US, this is one of the most AI-vulnerable occupations. Full occupation profile β
π― The Verdict
Likely for many tasks. The role will look very different in 5β10 years.
With 7,790 workers and a median wage of $77K,insurance appraisers, auto damage represent a significant portion of the US workforce. Their GenAI exposure index is 31%, meaning a minority of their core tasks overlap with current generative AI capabilities.
Risk Score
67/100
Employment
7,790
Median Wage
$77K
GenAI Exposure
31%
β οΈ Top Risk Factors
Algorithmic trading and AI portfolio management
Robotic process automation for accounting workflows
AI credit scoring and underwriting models
Automated financial reporting and reconciliation
π‘οΈ Tasks AI Can't Easily Replace
Stakeholder management in complex organizational settings
Strategic advisory requiring deep client relationship knowledge
Navigating regulatory ambiguity and compliance judgment
π Career Transition Paths
Related occupations with lower AI risk and high skills overlap:
Advertising, Marketing, Promotions, Public Relations, and Sales Managers
67% skills overlap Β· $145K median wage
Lawyers, Judges, and Related Workers
65% skills overlap Β· $144K median wage
Business Operations Specialists
78% skills overlap Β· $80K median wage
β Frequently Asked Questions
Will AI completely replace insurance appraisers, auto damage?
Likely for many tasks. The role will look very different in 5β10 years.
What is the AI risk score for insurance appraisers, auto damage?
Insurance Appraisers, Auto Damage have a composite AI automation risk score of 67 out of 100, classified as "High Risk".
How many insurance appraisers, auto damage are there in the US?
There are approximately 7,790 insurance appraisers, auto damage employed in the United States.
What do insurance appraisers, auto damage earn?
The median annual wage for insurance appraisers, auto damage is $77K.
What skills should insurance appraisers, auto damage develop?
Focus on tasks AI can't easily replicate: stakeholder management in complex organizational settings, strategic advisory requiring deep client relationship knowledge, navigating regulatory ambiguity and compliance judgment. These human-centric skills will become more valuable as routine tasks are automated.