Hitachi Interview Questions

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Machine Learning
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Statistics
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Behavioral
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Hitachi Interview Questions

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

QuestionTopicDifficulty
Machine Learning
Medium

We want to build a model to predict housing prices in the city of Seattle. We’ve scraped 100K sold listings over the past three years but found that around 20% of the listings are missing square footage data.

How do we deal with the missing data to construct our model?

Data Structures & Algorithms
Medium
Data Structures & Algorithms
Easy
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Hitachi Salaries by Position

$170K
$230K
Product Manager
Median: $174K
Mean (Average): $190K
Data points: 4
$113K
$143K
Data Scientist
Median: $135K
Mean (Average): $130K
Data points: 3
$73K
$150K
Data Engineer
Median: $120K
Mean (Average): $111K
Data points: 11
$60K
$170K
Software Engineer
Median: $90K
Mean (Average): $99K
Data points: 2,137
$57K
$105K
Business Analyst
Median: $78K
Mean (Average): $76K
Data points: 216

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 $189,500 base salary while the Business Analyst role on average pays the least with a $76,107 base salary.

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