Analyzing Full Stack Developer Job Listings from Australia

Global technological advancement continues to impact Australia’s job markets, boosting postings for a number of lucrative tech-based professions.

According to new research from jobs search portal Indeed, ‘Full stack developers’ are in highest demand in the tech domain and witnessing explosive growth in job openings. Other lucrative tech positions in the list included data scientist, technology assistant and information systems manager.

In this study, we have analyzed the job listings for ‘Full stack developers’ in Australia downloaded via JobsPikr to uncover the key skills and other associated insights. Read on to explore in greater detail.

The data set

This data set has job listings for Australia extracted between June and October. Here are the data fields available in this data set:

crawl_timestamp url job_title category company_name city state country inferred_city inferred_state inferred_country
inferred_country post_date job_description job_type salary_offered job_board geo contact number contact email cursor uniq_id

Job growth over time

This chart explores the number of job postings from June to October. We can see that there is consistent number of job openings since June. There was a dip in September, but it recovered to some extent in October
job growth australia

Top cities for full stack developers

So, which cities have the most number of openings for Full stack developers?
As we can see, Sydney and Melbourne are the top cities with the most number of job openings for full-stack developers. Now you know where to move for your next opportunity.


Top industries with full stack developer jobs

We can clearly see that the major industries employing full stack developers are from the computer and ICT domain. Other key industries as banking, healthcare, and engineering.

top industries full stack developers

Top skills required for full stack developer jobs

Let’s now explore the key skills that companies are looking for in full stack developers designers. The following chart has been created by looking at the frequently occurring words in the job description field of the job listings. Of course, we have removed stop words such as ‘development’, ‘stack’ and ‘software’.

top industries

Clearly different types of web technologies such as browser stacks, JavaScript frameworks, Python frameworks, are given importance.

Given below are the key skills:


It is interesting to see that React has more frequency than JavaScript, although React is actually a JavaScript library. It is maintained by Facebook and a community of individual developers and companies. React can be used as a base in the development of single-page or mobile applications, as it is optimal for fetching rapidly changing data that needs to be recorded.


Alongside HTML and CSS, JavaScript is one of the core technologies of the World Wide Web. It enables interactive web pages and is an essential part of web applications. The vast majority of websites use it, and major web browsers have a dedicated JavaScript engine to execute it. It has curly-bracket syntax, dynamic typing, prototype-based object-orientation, and first-class functions.

Agile development

Agile software development refers to a group of software development methodologies based on iterative development, where requirements and solutions evolve through collaboration between self-organizing cross-functional teams. The primary value of Agile development is that it enables teams to deliver value faster, with greater quality and predictability, and greater aptitude to respond to change.


Amazon Web Services is a subsidiary of Amazon that provides on-demand cloud computing platforms and APIs to individuals, companies, and governments, on a metered pay-as-you-go basis.

As of 2017, AWS owns a dominant 34% of all cloud (IaaS, PaaS) while the next three competitors Microsoft, Google, and IBM have 11%, 8%, 6% respectively according to Synergy Group.


Angular is a structural framework for dynamic web apps. It lets developers use HTML as the template language and extend HTML’s syntax to express the application’s components clearly and succinctly. AngularJS’s data binding and dependency injection eliminate much of the code a programmer would otherwise have to write. And it all happens within the browser, making it an ideal partner with any server technology.


Node.js is an open-source, cross-platform, JavaScript runtime environment that executes JavaScript code outside of a browser. Node.js lets developers use JavaScript to write command-line tools and for server-side scripting—running scripts server-side to produce dynamic web page content before the page is sent to the user’s web browser.

Consequently, Node.js represents a “JavaScript everywhere” paradigm, unifying web application development around a single programming language, rather than different languages for server- and client-side scripts.


We looked at the top skills, important cities for full stack developers along with major industries and job growth over time. The visualizations show that top cities are Sydney and Melbourne. Also, the top industries hiring for full stack developers are computers, IT, banking and healthcare. The most important skills for this job role are web technologies, React, JavaScript, Agile methodology, and AWS.

It’s time for you to download the job listings from JobsPikr based on your criteria and perform analyses.

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