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.
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% |
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.
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Score History
Risk score over 3 scoring runs
overall change
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
Related News
Recent articles about AI affecting this occupation

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Startup Lovelace launched an AI engine designed to perform deep investigative research with massive processing power. This technology aims to automate complex analytical tasks traditionally performed by human researchers.

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