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.
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)
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.
High reliance on Mathematics 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.
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.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
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
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
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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
23 tasks analyzed
Document all investigative activities.
Arrest individuals to be charged with fraud.
Prepare written reports of investigation findings.
Analyze financial data to detect irregularities in areas such as billing trends, financial relationships, and regulatory compliance procedures.
Gather financial documents related to investigations.
Interview witnesses or suspects and take statements.
Review reports of suspected fraud to determine need for further investigation.
Conduct in-depth investigations of suspicious financial activity, such as suspected money-laundering efforts.
Lead, or participate in, fraud investigation teams.
Prepare evidence for presentation in court.
Coordinate investigative efforts with law enforcement officers and attorneys.
Testify in court regarding investigation findings.
Recommend actions in fraud cases.
Evaluate business operations to identify risk areas for fraud.
Create and maintain logs, records, or databases of information about fraudulent activity.
Maintain knowledge of current events and trends in such areas as money laundering and criminal tools and techniques.
Advise businesses or agencies on ways to improve fraud detection.
Negotiate with responsible parties to arrange for recovery of losses due to fraud.
Train others in fraud detection and prevention techniques.
Design, implement, or maintain fraud detection tools or procedures.
Obtain and serve subpoenas.
Conduct field surveillance to gather case-related information.
Research or evaluate new technologies for use in fraud detection systems.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Document all investigative activities. | 90Estimated | 85.2% | 8% | |
| Arrest individuals to be charged with fraud. | 0Estimated | 9.0% | 2% | |
| Prepare written reports of investigation findings. | 48.38Observed | 46.4% | 10% | |
| Analyze financial data to detect irregularities in areas such as billing trends, financial relationships, and regulatory compliance procedures. | 48.88Observed | 46.6% | 12% | |
| Gather financial documents related to investigations. | 85Estimated | 83.2% | 6% | |
| Interview witnesses or suspects and take statements. | 15Estimated | 21.0% | 8% | |
| Review reports of suspected fraud to determine need for further investigation. | 59.65Observed | 50.9% | 6% | |
| Conduct in-depth investigations of suspicious financial activity, such as suspected money-laundering efforts. | 55Observed | 49.0% | 8% | |
| Lead, or participate in, fraud investigation teams. | 20Estimated | 23.0% | 4% | |
| Prepare evidence for presentation in court. | 58.33Observed | 72.5% | 3% | |
| Coordinate investigative efforts with law enforcement officers and attorneys. | 20Estimated | 23.0% | 4% | |
| Testify in court regarding investigation findings. | 0Estimated | 15.0% | 2% | |
| Recommend actions in fraud cases. | 60Estimated | 51.0% | 3% | |
| Evaluate business operations to identify risk areas for fraud. | 55Estimated | 49.0% | 4% | |
| Create and maintain logs, records, or databases of information about fraudulent activity. | 95Estimated | 87.2% | 4% | |
| Maintain knowledge of current events and trends in such areas as money laundering and criminal tools and techniques. | 57.23Observed | 49.9% | 3% | |
| Advise businesses or agencies on ways to improve fraud detection. | 30Estimated | 27.0% | 3% | |
| Negotiate with responsible parties to arrange for recovery of losses due to fraud. | 15Estimated | 21.0% | 2% | |
| Train others in fraud detection and prevention techniques. | 57.15Observed | 37.9% | 2% | |
| Design, implement, or maintain fraud detection tools or procedures. | 60Estimated | 51.0% | 2% | |
| Obtain and serve subpoenas. | 50Estimated | 69.2% | 2% | |
| Conduct field surveillance to gather case-related information. | 25Estimated | 19.0% | 2% | |
| Research or evaluate new technologies for use in fraud detection systems. | 50Estimated | 47.0% | 2% |
Protective Factors
Total protective discount: 32.0%
Essential Soft Skills
Traits that are hard for AI to replicate
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
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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
overall change