Gopuff Interview Questions

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Gopuff Interview Questions

Practice for the Gopuff interview with these recently asked interview questions.

QuestionTopicDifficulty
Machine Learning
Medium

Imagine you are asked to build a machine learning model to decide new loan approvals for a financial firm. You ask the data department in the company for a subset of data to get started working on the problem. The data includes different features about applicants such as age, occupation, zip code, height, number of children, favorite color, etc. You decide to build multiple machine learning models to test out different ideas before settling on the best one.

How would you explain the bias-variance tradeoff with regards to building and choosing a model to use?

SQL
Easy
SQL
Easy
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Gopuff Salaries by Position

Data Engineer*
$185K
Data Engineer
Median: $185K
Mean (Average): $185K
Data points: 1
Product Manager*
$121K
$224K
Product Manager
Median: $173K
Mean (Average): $173K
Data points: 2
$110K
$225K
Software Engineer
Median: $155K
Mean (Average): $162K
Data points: 21
Data Scientist*
$127K
$158K
Data Scientist
Median: $143K
Mean (Average): $143K
Data points: 2
Business Analyst*
$85K
$175K
Business Analyst
Median: $130K
Mean (Average): $130K
Data points: 2
Product Analyst*
$120K
Product Analyst
Median: $120K
Mean (Average): $120K
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 Engineer role pays the most with a $185,000 base salary while the Product Analyst role on average pays the least with a $120,000 base salary.

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