General Dynamics Information Technology Interview Questions

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Machine Learning
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General Dynamics Information Technology Interview Questions

Practice for the General Dynamics Information Technology 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?

Machine Learning
Easy
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General Dynamics Information Technology Salaries by Position

$61K
$101K
Software Engineer
Median: $86K
Mean (Average): $83K
Data points: 4
Data Analyst*
$67K
$90K
Data Analyst
Median: $79K
Mean (Average): $79K
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 $82,750 base salary while the Data Analyst role on average pays the least with a $78,500 base salary.

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