Insurance Appraisers, Auto Damage
Appraise automobile or other vehicle damage to determine repair costs for insurance claim settlement. Prepare insurance forms to indicate repair cost or cost estimates and recommendations. May seek agreement with automotive repair shop on repair costs.
AI Impact Summary
Insurance Appraisers, Auto Damage faces moderate AI displacement risk with a score of 36/100. This occupation has higher AI displacement risk than 69% of all analyzed occupations. Of 10 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
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.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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)
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Insurance Appraisers, Auto Damage 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.
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
How AI Impacts Each Task
10 tasks analyzed
Evaluate practicality of repair as opposed to payment of market value of vehicle before accident.
Review repair cost estimates with automobile repair shop to secure agreement on cost of repairs.
Examine damaged vehicle to determine extent of structural, body, mechanical, electrical, or interior damage.
Prepare insurance forms to indicate repair cost estimates and recommendations.
Estimate parts and labor to repair damage, using standard automotive labor and parts cost manuals and knowledge of automotive repair.
Determine salvage value on total-loss vehicle.
Arrange to have damage appraised by another appraiser to resolve disagreement with shop on repair cost.
Contact vendors to locate replacement parts for vehicles.
Discuss insurance claims with customers or damage claimants.
Review repair cost estimates and negotiate with automobile repair shops to secure agreement on cost of repairs.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Evaluate practicality of repair as opposed to payment of market value of vehicle before accident. | 75Estimated | 57.0% | 10% | |
| Review repair cost estimates with automobile repair shop to secure agreement on cost of repairs. | 35Estimated | 29.0% | 15% | |
| Examine damaged vehicle to determine extent of structural, body, mechanical, electrical, or interior damage. | 60Estimated | 51.0% | 20% | |
| Prepare insurance forms to indicate repair cost estimates and recommendations. | 95Estimated | 87.2% | 10% | |
| Estimate parts and labor to repair damage, using standard automotive labor and parts cost manuals and knowledge of automotive repair. | 55Observed | 71.2% | 15% | |
| Determine salvage value on total-loss vehicle. | 80Estimated | 59.0% | 5% | |
| Arrange to have damage appraised by another appraiser to resolve disagreement with shop on repair cost. | 30Estimated | 27.0% | 5% | |
| Contact vendors to locate replacement parts for vehicles. | 87Estimated | 84.0% | 5% | |
| Discuss insurance claims with customers or damage claimants. | 40Estimated | 31.0% | 10% | |
| Review repair cost estimates and negotiate with automobile repair shops to secure agreement on cost of repairs. | 35Estimated | 29.0% | 5% |
Protective Factors
Total protective discount: 29.1%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$76,650
per year
Mean Wage
$77,050
per year
Employment
8K
workers
Wage Range
$56,690 - $101,800
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Insurance Appraisers, Auto Damage professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Service Orientation
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Negotiation
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 3 scoring runs
overall change