Anti-Money Laundering (AML) Officer Problem-Solving and Analytical Questions

1. A bank notices a significant increase in transactions from a previously low-activity account. How would you approach investigating whether these transactions might be linked to money laundering?

2. You have two customers with similar transaction patterns, but one has a legitimate business and the other doesn’t. What steps would you take to analyze their behavior and differentiate between them?

3. Given a dataset of financial transactions, how would you identify anomalies indicating potential money laundering activities? What metrics or visualizations might help in this analysis?

4. You receive a tip-off about a customer involved in drug trafficking. They claim all their funds come from the sale of a legal product. Outline how you would verify their claims using available data.

5. An organization has identified a pattern of round-dollar wire transfers to several Caribbean countries. What analytical techniques would you use to determine if these transfers are suspicious?

6. A non-profit organization shows a sudden spike in donations from multiple foreign accounts. Describe how you would analyze the legitimacy of these transactions. What red flags would you look for?

7. You have a network graph of client relationships, transactions, and accounts. How would you identify potential money laundering activities within the network? What specific indicators would you focus on?

8. A company is performing transactions with high-risk countries but maintains they are for legitimate business. What steps would you take to analyze their transaction history for compliance with AML regulations?

9. You are given a list of accounts currently flagged for possible money laundering. Explain how you would prioritize which accounts to investigate first. What criteria would you use to determine this?

10. A financial institution uses an algorithm to flag suspicious transactions but is experiencing a high false-positive rate. How would you approach refining the algorithm to improve its accuracy?