I was recently sharing my passion for building and programming systems with a colleague. During that exchange, he strongly recommended that I learn the Rust language in the near future and get involved in its ecosystem.
I wanted to know more about this emerging language but I was under a heavy agenda and I did not have much time to research the web and sort through the many videos, tutorials, articles and blogs such as: : Rust in 100 Seconds, What's so good about Rust?, What is it used fort?, Why should I learn it in 2023?.
I was also enrolled in an inter-skills course in data engineering and data science, and this is what kept me so busy. However, by a happy coincidence, the first introduction project requested the students to create a Jupyter notebook to practise data wrangling and data modeling. The choice of the dataset was free but the results had to be shared via a blog post.
Bingo, I had just found a way to kill two birds with one stone and decided to use the data from Stackoverflow’s 2023 Annual Survey to learn more about this language.
In summary, I decided to probe the following four questions within the dataset:
- What are the job types of the Rust users?
- What are the best Rust paying jobs?
- What are the languages used in 2023 by the developers who plan to work with Rust in 2024?
- In what other languages do the Rust users plan to work in 2024?
And you can read the answers to these question in this blog post --> Who Are The Rust Users In 2023?.
$ git clone git@github.com:fab7/LAB-Data-Science-Blog-Post.git
$ cd LAB-Data-Science-Blog-Post $ mkdir dataset
$ cd dataset
$ curl -O https://cdn.stackoverflow.co/files/jo7n4k8s/production/49915bfd46d0902c3564fd9a06b509d08a20488c.zip/stack-overflow-developer-survey-2023.zip
$ unzip *2023.zip
$ cd -It is a recommended best practice to always create a Virtual Environemnt. This will make this project easily reproducible and will isolate it from your system installed Python and other Python environments.
$ python3 -m venv .venv
$ source .venv/bin/activate| ❗Info/Warning❗ Make sure you are in your virtual environment ❗ |
|---|
(.venv)$ pip install -r requirements.txt(.venv)$ jupyter notebookOpen the who_are_the_rust_users.ipynb and step through the cells.
This directory will contain the dataset and the schema of the 2023 survey once you downloaded and decompressed it with the above curl and unzip commandands.
./dataset
README_2023.txt
so_survey_2023.pdf
survey_results_public.csv
survey_results_schema.csv
Note: Surveys from previous years can be found at: https://insights.stackoverflow.com/survey
Contains the the Python notebook and helper module for plotting the pie and bar charts of the Blog Post.
./notebook
who_are_the_rust_users.ipynb
blog_utils.py
Because we were specifically interrested by the status of the professional community of Rust users, we restricted the statistical population of the study to active professional developers , thus excluding publics such as students, hobbyists, learners and retirees.
We further defined the following three groups of users:
- a Rust user is a respondent who has done extensive development work in Rust over the past year.
- a Rust admirer is a respondent who wants to work in Rust over the next year.
- a Rust lover is a Rust user who wants to continue working in Rust over the next year.
Rust is often referred to as a systems programming language which is particularly suitable to develop high performance operating-, embedded- and distributed- systems.
This seems to be confirmed by the distribution of the job types among the Rust lovers. The full-stack and back-end types of jobs stand out with more than 57.5% of the Rust lovers doing extensive work in those areas. Embedded shows up in third position (5.9%) ahead of front-end (2.8%) and before areas such as research, cloud infrastucture and gaming.
The median salary of the Rust lovers is $88.015 and the best paying jobs are in the areas of technical evangelists, cloud infrastructure engineers as well as the usual managerial positions.
The first third (29.1%) of all admirer responses indicate that they are using high-level scripting languages such as JavaScript. Python and TypeScript. Then come the application and admin oriented languages such as SQL, HTML/CSS and Bash (24.3% of the responses) before another series of high-level compiled languages such as Java, C#, C++ and Go.
One of the results of the Stack Overflow survey already showed that Rust was the most loved language with more than 80% of developers that used it in 2023 also want to use it again in 2024.
This is confirmed by our findings with 85% of the active professionnal developers answering in the same way. Interestingly, aside from JavaScript which drops sharply in the ranking, the distribution of the languages that the Rust users want to work in 2024 is similar to the distribution of the Rust admirers who plan to start working in Rust in 2024.
You can read a blog post version of this analysis --> here.