"As an ethical data scientist concerned with both security and privacy, you are careful not to extract any personally identifiable information from the database. All the information in the CSV file is anonymized, and cannot be traced back to any specific customer."

Honest question - is this really necessary and applicable in this scenario? We're talking about a full time employee accessing company data, presumably with any necessary permissions, to generate insights for internal consumption within the company about its customers?