Skip to Content
Software Engineering for Data Scientists
book

Software Engineering for Data Scientists

by Catherine Nelson
April 2024
Intermediate to advanced
260 pages
6h 22m
English
O'Reilly Media, Inc.
Content preview from Software Engineering for Data Scientists

Chapter 14. Working in Software

Up to this point, I’ve focused more on the code you’re writing than the environment you’re working in. Before I finish this book, I want to give you an introduction to some of the things you’ll see if you’re working at a software company, or if your company is becoming more technology driven. There are some standard ways of working that can be useful to know when you’re starting your first job in the software industry or if you’re moving into tech from a different field.

In this chapter, I’ll give you an overview of some standard practices in the software industry, as well as a look at some common job functions carried out by people you may meet and work with. I’ll also give you an introduction to the wider software community, including how to start contributing to open source software and how to start speaking at events.

Development Principles and Practices

In this section, I want to give you an overview of some common ways of working in the software industry. Every company will do things slightly differently, but you’ll likely hear developers talking about these. In some companies, you may be expected to follow these practices, so it’s useful to have some background knowledge of them.

The Software Development Lifecycle

Many software companies follow a somewhat standardized set of steps in developing their product, known as the software development lifecycle (SDLC). You may find that the company you’re working at carries out a variation of these ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.

Read now

Unlock full access

More than 5,000 organizations count on O’Reilly

AirBnbBlueOriginElectronic ArtsHomeDepotNasdaqRakutenTata Consultancy Services

QuotationMarkO’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.
Julian F.
Head of Cybersecurity
QuotationMarkI wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.
Addison B.
Field Engineer
QuotationMarkI’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.
Amir M.
Data Platform Tech Lead
QuotationMarkI'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.
Mark W.
Embedded Software Engineer

You might also like

Data Science: The Hard Parts

Data Science: The Hard Parts

Daniel Vaughan
Software Engineering at Google

Software Engineering at Google

Titus Winters, Tom Manshreck, Hyrum Wright

Publisher Resources

ISBN: 9781098136192Errata Page