ServiceTitan Interview Questions

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ServiceTitan Interview Questions

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

QuestionTopicDifficulty
Machine Learning
Medium

Imagine you are asked to build a machine learning model to decide new loan approvals for a financial firm. You ask the data department in the company for a subset of data to get started working on the problem. The data includes different features about applicants such as age, occupation, zip code, height, number of children, favorite color, etc. You decide to build multiple machine learning models to test out different ideas before settling on the best one.

How would you explain the bias-variance tradeoff with regards to building and choosing a model to use?

Behavioral
Medium
SQL
Easy
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ServiceTitan Salaries by Position

$131K
$191K
Software Engineer
Median: $168K
Mean (Average): $164K
Data points: 4
Product Manager*
$150K
Product Manager
Median: $150K
Mean (Average): $150K
Data points: 1
Business Analyst*
$120K
Business Analyst
Median: $120K
Mean (Average): $120K
Data points: 1
Data Engineer*
$100K
Data Engineer
Median: $100K
Mean (Average): $100K
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 Software Engineer role pays the most with a $164,000 base salary while the Data Engineer role on average pays the least with a $100,000 base salary.

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