Manager Analytics Interview Questions

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This question is timed, the interviewer will eventually come back and work through the file with you, but they do not tell you that before leaving. I made a mistake in my calculations and didn’t go back as I thought the timer was a hard limit. 1 You make 100 total loans. For each low risk customer you charge $30 a per month in interest, and for each high risk customer you charge $235 per month in interest. 1a) Personally, how many of these 100 loans would you target to assign to low, medium, and high risk? Why? 1B) Assume you chose a 40/30/30 split of Low/Medium/High risk customers. Customers pay the same amount of interest every month for three years. Loan values are given blow, and you assume that 2 low risk, 6 medium risk, and 7 high risk customers never make a payment. The remaining customers all make their payments. How much monthly interest must you charge the Medium risk customers to break even Loan amounts – Low Risk - $12,000 Medium Risk - $20,000 High Risk – 25,000 2.) You gather characteristics to help with the decision process 2A Create a rule that inputs some of the below characteristics and outputs a decision / low / medium / high risk or decline. The rule set should contain if then statements (7 applicants are listed with a range of values in the these categories: Loan Amount | Monthly Income | Co-Applicant | Mortgage | Use of Credit | Length at Current Job | Age of Vehicle 2B How does this rule set apply to the sample applications. Fill in the decision column in the table. 1 You make 100 total loans. For each low risk customer you charge $30 a per month in interest, and for each high risk customer you charge $235 per month in interest. 1a) Personally, how many of these 100 loans would you target to assign to low, medium, and high risk? Why? 1B) Assume you chose a 40/30/30 split of Low/Medium/High risk customers. Customers pay the same amount of interest every month for three years
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Manager, Product Strategy & Analytics

Interviewed at CarMax

3.5
Jul 1, 2021

This question is timed, the interviewer will eventually come back and work through the file with you, but they do not tell you that before leaving. I made a mistake in my calculations and didn’t go back as I thought the timer was a hard limit. 1 You make 100 total loans. For each low risk customer you charge $30 a per month in interest, and for each high risk customer you charge $235 per month in interest. 1a) Personally, how many of these 100 loans would you target to assign to low, medium, and high risk? Why? 1B) Assume you chose a 40/30/30 split of Low/Medium/High risk customers. Customers pay the same amount of interest every month for three years. Loan values are given blow, and you assume that 2 low risk, 6 medium risk, and 7 high risk customers never make a payment. The remaining customers all make their payments. How much monthly interest must you charge the Medium risk customers to break even Loan amounts – Low Risk - $12,000 Medium Risk - $20,000 High Risk – 25,000 2.) You gather characteristics to help with the decision process 2A Create a rule that inputs some of the below characteristics and outputs a decision / low / medium / high risk or decline. The rule set should contain if then statements (7 applicants are listed with a range of values in the these categories: Loan Amount | Monthly Income | Co-Applicant | Mortgage | Use of Credit | Length at Current Job | Age of Vehicle 2B How does this rule set apply to the sample applications. Fill in the decision column in the table. 1 You make 100 total loans. For each low risk customer you charge $30 a per month in interest, and for each high risk customer you charge $235 per month in interest. 1a) Personally, how many of these 100 loans would you target to assign to low, medium, and high risk? Why? 1B) Assume you chose a 40/30/30 split of Low/Medium/High risk customers. Customers pay the same amount of interest every month for three years

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