Claims Examiners, Property and Casualty Insurance
Review settled insurance claims to determine that payments and settlements have been made in accordance with company practices and procedures. Report overpayments, underpayments, and other irregularities. Confer with legal counsel on claims requiring litigation.
AI Impact Summary
Claims Examiners, Property and Casualty Insurance faces moderate AI displacement risk with a score of 37/100. This occupation has higher AI displacement risk than 72% of all analyzed occupations. Of 17 analyzed tasks, 5 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.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation 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 Claims Examiners, Property and Casualty Insurance skill gaps, ranked by relevance to your displacement risk profile.
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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
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
17 tasks analyzed
Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio.
Supervise claims adjusters to ensure that adjusters have followed proper methods.
Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.
Resolve complex, severe exposure claims, using high service oriented file handling.
Pay and process claims within designated authority level.
Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.
Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures.
Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.
Confer with legal counsel on claims requiring litigation.
Conduct detailed bill reviews to implement sound litigation management and expense control.
Contact or interview claimants, doctors, medical specialists, or employers to get additional information.
Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis.
Report overpayments, underpayments, and other irregularities.
Present cases and participate in their discussion at claim committee meetings.
Communicate with reinsurance brokers to obtain information necessary for processing claims.
Prepare reports to be submitted to company's data processing department.
Attend mediations or trials.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Investigate, evaluate, and settle claims, applying technical knowledge and human relations skills to effect fair and prompt disposal of cases and to contribute to a reduced loss ratio. | 57.15Observed | 49.9% | 15% | |
| Supervise claims adjusters to ensure that adjusters have followed proper methods. | 30Estimated | 27.0% | 5% | |
| Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies. | 70Estimated | 55.0% | 8% | |
| Resolve complex, severe exposure claims, using high service oriented file handling. | 50Estimated | 47.0% | 10% | |
| Pay and process claims within designated authority level. | 95Estimated | 87.2% | 8% | |
| Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments. | 50.58Observed | 47.2% | 10% | |
| Verify and analyze data used in settling claims to ensure that claims are valid and that settlements are made according to company practices and procedures. | 35.35Observed | 63.3% | 8% | |
| Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation. | 97Estimated | 88.0% | 6% | |
| Confer with legal counsel on claims requiring litigation. | 30Estimated | 27.0% | 4% | |
| Conduct detailed bill reviews to implement sound litigation management and expense control. | 92Estimated | 86.0% | 4% | |
| Contact or interview claimants, doctors, medical specialists, or employers to get additional information. | 40Estimated | 31.0% | 6% | |
| Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis. | 95Estimated | 87.2% | 4% | |
| Report overpayments, underpayments, and other irregularities. | 95Estimated | 87.2% | 2% | |
| Present cases and participate in their discussion at claim committee meetings. | 30Estimated | 27.0% | 3% | |
| Communicate with reinsurance brokers to obtain information necessary for processing claims. | 40Estimated | 31.0% | 3% | |
| Prepare reports to be submitted to company's data processing department. | 43.65Observed | 66.7% | 2% | |
| Attend mediations or trials. | 5Estimated | 17.0% | 2% |
Protective Factors
Total protective discount: 32.3%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$76,790
per year
Mean Wage
$78,770
per year
Employment
305K
workers
Wage Range
$47,810 - $112,150
10th - 90th pct
Wage Distribution
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Recommendations
Skills to Develop
These skills are at risk from AI automation. Claims Examiners, Property and Casualty Insurance 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.
- Negotiation
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness 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.
- Monitoring
Monitoring 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.
Score History
Risk score over 3 scoring runs
overall change