AITakeover Tracker
33%medium risk

Fraud Examiners, Investigators and Analysts

Obtain evidence, take statements, produce reports, and testify to findings regarding resolution of fraud allegations. May coordinate fraud detection and prevention activities.

Higher risk than 56% of occupations

AI Impact Summary

Fraud Examiners, Investigators and Analysts faces moderate AI displacement risk with a score of 33/100. This occupation has higher AI displacement risk than 56% of all analyzed occupations. Of 23 analyzed tasks, 4 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)

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%

High reliance on Mathematics 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.

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.

Complex Problem Solving75%

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

Coordination70%

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

Social Perceptiveness90%

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

Persuasion80%

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

Negotiation85%

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

Service Orientation82%

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

AI-Augmented Skills (7)

WritingCritical ThinkingActive LearningJudgment and Decision MakingMonitoringSystems AnalysisTechnology Design

Recommended Courses

Courses matched to Fraud Examiners, Investigators and Analysts 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

-7.3pt 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

-5.7pt 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.

Education & Training

Percentage of workers at each education and training level

Education Level

Post-Secondary Certificate4%
Bachelor's Degree72%
Master's Degree8%
Doctoral/Professional Degree12%
Level 104%

Prior Experience Needed

Work experience required to enter this job

None4%
1-2 years12%
2-4 years48%
4-6 years20%
8-10 years12%
Over 10 years4%

Training Provided After Hiring

How long it typically takes to learn on the job

1-3 months16%
3-6 months12%
6 months - 1 year40%
1-2 years24%
2-4 years4%
4-6 years4%

How AI Impacts Each Task

23 tasks analyzed

Document all investigative activities.

Risk: 85.2%AI: 90EstimatedTime: 8%

Arrest individuals to be charged with fraud.

Risk: 9.0%AI: 0EstimatedTime: 2%

Prepare written reports of investigation findings.

Risk: 46.4%AI: 48.38ObservedTime: 10%

Analyze financial data to detect irregularities in areas such as billing trends, financial relationships, and regulatory compliance procedures.

Risk: 46.6%AI: 48.88ObservedTime: 12%

Gather financial documents related to investigations.

Risk: 83.2%AI: 85EstimatedTime: 6%

Interview witnesses or suspects and take statements.

Risk: 21.0%AI: 15EstimatedTime: 8%

Review reports of suspected fraud to determine need for further investigation.

Risk: 50.9%AI: 59.65ObservedTime: 6%

Conduct in-depth investigations of suspicious financial activity, such as suspected money-laundering efforts.

Risk: 49.0%AI: 55ObservedTime: 8%

Lead, or participate in, fraud investigation teams.

Risk: 23.0%AI: 20EstimatedTime: 4%

Prepare evidence for presentation in court.

Risk: 72.5%AI: 58.33ObservedTime: 3%

Coordinate investigative efforts with law enforcement officers and attorneys.

Risk: 23.0%AI: 20EstimatedTime: 4%

Testify in court regarding investigation findings.

Risk: 15.0%AI: 0EstimatedTime: 2%

Recommend actions in fraud cases.

Risk: 51.0%AI: 60EstimatedTime: 3%

Evaluate business operations to identify risk areas for fraud.

Risk: 49.0%AI: 55EstimatedTime: 4%

Create and maintain logs, records, or databases of information about fraudulent activity.

Risk: 87.2%AI: 95EstimatedTime: 4%

Maintain knowledge of current events and trends in such areas as money laundering and criminal tools and techniques.

Risk: 49.9%AI: 57.23ObservedTime: 3%

Advise businesses or agencies on ways to improve fraud detection.

Risk: 27.0%AI: 30EstimatedTime: 3%

Negotiate with responsible parties to arrange for recovery of losses due to fraud.

Risk: 21.0%AI: 15EstimatedTime: 2%

Train others in fraud detection and prevention techniques.

Risk: 37.9%AI: 57.15ObservedTime: 2%

Design, implement, or maintain fraud detection tools or procedures.

Risk: 51.0%AI: 60EstimatedTime: 2%

Obtain and serve subpoenas.

Risk: 69.2%AI: 50EstimatedTime: 2%

Conduct field surveillance to gather case-related information.

Risk: 19.0%AI: 25EstimatedTime: 2%

Research or evaluate new technologies for use in fraud detection systems.

Risk: 47.0%AI: 50EstimatedTime: 2%

Protective Factors

Total protective discount: 32.0%

Essential Soft Skills

Traits that are hard for AI to replicate

IntegrityAttention to DetailDependabilityAnalytical ThinkingPersistenceInitiativeSelf ControlStress ToleranceAdaptability/FlexibilityCooperationAchievement/EffortIndependence

Wage & Employment (2024)

Median Wage

$80,190

per year

Mean Wage

$93,890

per year

Employment

127K

workers

Wage Range

$46,420 - $151,780

10th - 90th pct

Wage Distribution

$46,420Median: $80,190$151,780
Career Planning

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Recommendations

Skills to Develop

These skills are at risk from AI automation. Fraud Examiners, Investigators and Analysts 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

    High reliance on Mathematics 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.

  • 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.

  • Complex Problem Solving

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

  • Coordination

    Coordination 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.

  • Active Learning

    Active Learning 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.

Score History

Risk score over 3 scoring runs

-4.3

overall change

Checking for existing plan...