Global Payments Interview Questions

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Global Payments Interview Questions

Practice for the Global Payments interview with these recently asked interview questions.

QuestionTopicDifficulty
Machine Learning
Medium

Suppose you are given three models for a binary classification problem. Each model gives you a probability of an input belonging to class 1.

You are asked to build an area under the ROC curve metric to evaluate the model performance. Briefly explain how you will do that.

After you make the metric and make sure it works correctly, you apply it on three models and get the following results:

  • Model 1: 0.1
  • Model 2: 0.5
  • Model 3: 0.8

Briefly explain your evaluation of these models and choose one to use for the classifier.

SQL
Easy
SQL
Easy
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Global Payments Salaries by Position

Data Scientist*
$120K
Data Scientist
Median: $120K
Mean (Average): $120K
Data points: 1
$85K
$129K
Product Manager
Median: $110K
Mean (Average): $108K
Data points: 4
$68K
$140K
Software Engineer
Median: $90K
Mean (Average): $94K
Data points: 17
Business Analyst*
$85K
Business Analyst
Median: $85K
Mean (Average): $85K
Data points: 1

Most data science positions fall under different position titles depending on the actual role.

From the graph we can see that on average the Data Scientist role pays the most with a $120,000 base salary while the Business Analyst role on average pays the least with a $85,000 base salary.

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