Georgia Tech Interview Questions

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Machine Learning
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Georgia Tech Interview Questions

Practice for the Georgia Tech interview with these recently asked interview questions.

QuestionTopicDifficulty
SQL
Medium

Given a table called user_experiences, write a query to determine the percentage of users that held the title of "Data Analyst" immediately before holding the title "Data Scientist".

Immediate is defined as the user holding no other titles between the "Data Analyst" and "Data Scientist" roles.

Example:

Input:

user_experiences table

Column Type
id INTEGER
position_name VARCHAR
start_date DATETIME
end_date DATETIME
user_id INTEGER

Output:

Column Type
percentage FLOAT
Statistics
Easy
Statistics
Medium
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Georgia Tech Salaries by Position

Software Engineer*
$78K
Software Engineer
Median: $78K
Mean (Average): $78K
Data points: 1
$50K
$119K
AI Research Scientist
Median: $70K
Mean (Average): $75K
Data points: 237

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

From the graph we can see that on average the Software Engineer role pays the most with a $78,000 base salary while the AI Research Scientist role on average pays the least with a $74,898 base salary.

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