Thumbtack Interview Questions

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Data Structures & Algorithms
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SQL
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Product Sense & Metrics
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Thumbtack Interview Questions

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

QuestionTopicDifficulty
SQL
Medium

Write a SQL query to create a histogram of the number of comments per user in the month of January 2020.

Note: Assume bin buckets class intervals of one.

Note: Comments that were created outside of January 2020 should be counted in a “0” bucket

Example:

Input:

users table

Columns Type
id INTEGER
name VARCHAR
created_at DATETIME
neighborhood_id INTEGER
mail VARCHAR

comments table

Columns Type
user_id INTEGER
body VARCHAR
created_at DATETIME

Output:

Column Type
comment_count INTEGER
frequency INTEGER
Behavioral
Medium
Marketing
Medium
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Challenge

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Thumbtack Salaries by Position

$119K
$190K
Data Scientist
Median: $142K
Mean (Average): $152K
Data points: 11
Data Engineer*
$138K
Data Engineer
Median: $138K
Mean (Average): $138K
Data points: 1
$100K
$168K
Business Analyst
Median: $142K
Mean (Average): $138K
Data points: 6
$62K
$221K
Software Engineer
Median: $102K
Mean (Average): $118K
Data points: 198
$90K
$149K
Product Analyst
Median: $119K
Mean (Average): $116K
Data points: 13
Product Manager*
$110K
$115K
Product Manager
Median: $113K
Mean (Average): $113K
Data points: 2
Data Analyst*
$63K
$66K
Data Analyst
Median: $64K
Mean (Average): $64K
Data points: 2

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 $152,106 base salary while the Data Analyst role on average pays the least with a $64,386 base salary.

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