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Ubisoft Interview Questions

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QuestionTopicDifficulty
SQL
Medium

You’re an analyst at Ubisoft Gaming. Leadership wants to track Weekly Active Paying Users (WAPU), players who record at least one game session and at least one in-app purchase in the same calendar week.

Write a SQL query that returns, for each week in the dataset:

  1. week_start- the Monday of that calendar week
  2. wapu- the number of distinct users who qualify as WAPU in that week

Note: Assume all timestamps are in UTC. Output should be ordered by week_start ascending.

Schema:

Input:

game_sessions table

Column Type
user_id INTEGER
session_id INTEGER
session_start TIMESTAMP
country VARCHAR

purchases table

Column Type
purchase_id INTEGER
user_id INTEGER
purchase_time TIMESTAMP
amount DECIMAL(10,2)

Output:

Column Type
week_start TIMESTAMP
wapu INTEGER

Example:

Input:

game_sessions table

user_id session_id session_start country
1 101 2023-10-02 USA
2 102 2023-10-03 USA
1 103 2023-10-04 USA
3 104 2023-10-05 USA

purchases table

purchase_id user_id purchase_time amount
201 1 2023-10-02 5.99
202 2 2023-10-03 10.00
203 1 2023-10-04 2.99
204 3 2023-10-05 7.49

Output:

Column Type
week_start 2023-10-02
wapu 3

Explanation:

All sessions and purchases occur during the same calendar week:

  • Week start: Monday 2023-10-02

Users who qualify as WAPU (≥1 session AND ≥1 purchase in the same week):

  • User 1 - sessions on Oct 2 & 4; purchases on Oct 2 & 4
  • User 2 - session on Oct 3; purchase on Oct 3
  • User 3 - session on Oct 5; purchase on Oct 5

Total WAPU = 3 users

Probability
Easy
Machine Learning
Medium
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Ubisoft Salaries by Position

Product Manager*
$102K
$129K
Product Manager
Median: $115K
Mean (Average): $115K
Data points: 2
$47K
$134K
Software Engineer
Median: $61K
Mean (Average): $76K
Data points: 15
$55K
$84K
Data Scientist
Median: $70K
Mean (Average): $69K
Data points: 5
ML Engineer*
$61K
ML Engineer
Median: $61K
Mean (Average): $61K
Data points: 1
Data Analyst*
$45K
Data Analyst
Median: $45K
Mean (Average): $45K
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 Product Manager role pays the most with a $115,000 base salary while the Data Analyst role on average pays the least with a $45,000 base salary.

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