Takeover Tracker
37%medium risk

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.

Higher risk than 72% of occupations
Checking for existing plan...

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.

Risk: 49.9%AI: 57.15ObservedTime: 15%

Supervise claims adjusters to ensure that adjusters have followed proper methods.

Risk: 27.0%AI: 30EstimatedTime: 5%

Adjust reserves or provide reserve recommendations to ensure that reserve activities are consistent with corporate policies.

Risk: 55.0%AI: 70EstimatedTime: 8%

Resolve complex, severe exposure claims, using high service oriented file handling.

Risk: 47.0%AI: 50EstimatedTime: 10%

Pay and process claims within designated authority level.

Risk: 87.2%AI: 95EstimatedTime: 8%

Examine claims investigated by insurance adjusters, further investigating questionable claims to determine whether to authorize payments.

Risk: 47.2%AI: 50.58ObservedTime: 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.

Risk: 63.3%AI: 35.35ObservedTime: 8%

Enter claim payments, reserves and new claims on computer system, inputting concise yet sufficient file documentation.

Risk: 88.0%AI: 97EstimatedTime: 6%

Confer with legal counsel on claims requiring litigation.

Risk: 27.0%AI: 30EstimatedTime: 4%

Conduct detailed bill reviews to implement sound litigation management and expense control.

Risk: 86.0%AI: 92EstimatedTime: 4%

Contact or interview claimants, doctors, medical specialists, or employers to get additional information.

Risk: 31.0%AI: 40EstimatedTime: 6%

Maintain claim files, such as records of settled claims and an inventory of claims requiring detailed analysis.

Risk: 87.2%AI: 95EstimatedTime: 4%

Report overpayments, underpayments, and other irregularities.

Risk: 87.2%AI: 95EstimatedTime: 2%

Present cases and participate in their discussion at claim committee meetings.

Risk: 27.0%AI: 30EstimatedTime: 3%

Communicate with reinsurance brokers to obtain information necessary for processing claims.

Risk: 31.0%AI: 40EstimatedTime: 3%

Prepare reports to be submitted to company's data processing department.

Risk: 66.7%AI: 43.65ObservedTime: 2%

Attend mediations or trials.

Risk: 17.0%AI: 5EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

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/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Claims Examiners, Property and Casualty Insurance 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

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.1pt risk+$4K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.6pt risk+$5K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$5K/yr salary

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.

Score History

Risk score over 3 scoring runs

-3.9

overall change

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

None6%
Up to 1 month13%
1-3 months15%
3-6 months11%
6 months - 1 year17%
1-2 years25%
2-4 years8%
6-8 years5%

Related News

Recent articles about AI affecting this occupation

3 articles

Duck Creek's New Agentic AI Targets Underwriting and Claims Jobs

The insurance tech provider released an AI platform capable of making autonomous decisions across property and casualty workflows. This directly targets the daily tasks of underwriters and claims adjusters.

NewsData AI & Jobs2d ago

Insurance Claims Adjusters Lag Behind in AI Adoption by 1.8x

Only 42% of insurance claims professionals currently use AI tools, compared to a 78% adoption rate across all other industries. This massive gap highlights a sector ripe for technological disruption and workforce upskilling.

Claims Journal3d ago

Tennessee Warns Insurers Over Automated Drone-Based Claim Denials

Regulators are pushing back against insurance companies relying solely on aerial drone footage to make policy nonrenewal and claim decisions. The move highlights growing friction over replacing human claims adjusters with automated property surveillance.

Insurance JournalApr 8

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis