BP Interview Questions

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BP Interview Questions

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

QuestionTopicDifficulty
SQL
Medium

Let’s say you work at Allstate. Allstate is running N online ads right now. The table ads contains all those ads, ranked by popularity via the id column (e.g., the entry with id = 1 is the most popular, etc.).

Create a subquery or common table expression named top_ads containing the top 3 ads (by popularity) and return the number of rows that would result from the following operations

  1. ads INNER JOIN top_ads
  2. ads LEFT JOIN top_ads
  3. ads RIGHT JOIN top_ads
  4. ads CROSS JOIN top_ads

Note: Please make the join_type column in your output have the values inner_join, left_join, etc. for each of their respective join types

Note: Please return only one query with each number in a different row

Example:

Input:

Column Type
id INTEGER
name VARCHAR

Output:

Column Type
join_type VARCHAR
number_of_rows INTEGER
Data Structures & Algorithms
Medium
SQL
Easy
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BP Salaries by Position

Data Engineer*
$250K
Data Engineer
Median: $250K
Mean (Average): $250K
Data points: 1
Software Engineer*
$82K
Software Engineer
Median: $82K
Mean (Average): $82K
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 $250,000 base salary while the Software Engineer role on average pays the least with a $82,000 base salary.

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