Is Software Engineering a Prerequisite for Data Science?

Is Software Engineering a Prerequisite for Data Science?

Find out here. Although data science job descriptions require a range of various skillsets, there are concrete prerequisites that can help you to become a successful data scientist. Some of those skills include, but are not limited to: communication, statistics, organization, and lastly, programming. Programming can be quite vague, for example, some companies in an interview could ask for a data scientist to code in Python a common pandas’ functions, while other companies can require a complete take on software engineering with classes.

Table of Contents

  1. Introduction
  2. Software Engineering
  3. Data Science
  4. Summary
  5. References

Introduction

Although data science job descriptions require a range of various skillsets, there are concrete prerequisites that can help you to become a successful data scientist. Some of those skills include, but are not limited to: communication, statistics, organization, and lastly, programming. Programming can be quite vague, for example, some companies in an interview could ask for a data scientist to code in Python a common pandas’ functions, while other companies can require a complete take on software engineering with classes.

As I have been apart of several positions and a wide array of various companies, I have encountered data scientists and software engineers, and therefore have developed a good sense of what is required to become a successful data scientist. Below, I will outline software engineering and data science, and answer the question: “_Is Software Engineering a Prerequisite for Data Science?_”.

Software Engineering

Just like data science, this field within computer science can include several different skills. However, most of these roles will require you to be proficient in at least one programming language, as well as know the software development lifecycle. The programming and coding languages often used by software engineers are [2]:

Java

Python
C#/.Net
Ruby

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