Millennium Interview Questions

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Millennium Interview Questions

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

QuestionTopicDifficulty
Concurrent & Distributed Systems
Hard

You work as a data engineer at Agoda, a global travel booking platform. Agoda maintains two independent hotel inventory databases one for Asia-Pacific and one for Europe, each with different schemas but storing similar hotel and room availability data. Both databases are updated continuously by regional services.

How would you design a system to continuously synchronize hotel and room availability data between these two databases, ensuring consistency in the presence of ongoing updates?

Data Structures & Algorithms
Medium
ML Ops
Easy
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Millennium Salaries by Position

$100K
$226K
Software Engineer
Median: $180K
Mean (Average): $184K
Data points: 17
Business Analyst*
$170K
Business Analyst
Median: $170K
Mean (Average): $170K
Data points: 1
$150K
$192K
ML Engineer
Median: $166K
Mean (Average): $169K
Data points: 19

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 $183,529 base salary while the ML Engineer role on average pays the least with a $168,763 base salary.

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