Tools for automatic code generation have become an integral part of programmers’ work in the space of just a couple of years. They write functions based on textual descriptions, identify errors and suggest corrections, and in some cases even implement entire modules on their own. As the capabilities of such systems grow, a question is being raised ever more loudly within the industry: will this technology lead to the displacement of novice developers, whose work largely consists of tasks that AI is already quite capable of handling? We discussed this question with experts from Zorynexa IT company.
Which tasks have already been automated
Modern tools successfully handle routine operations that were traditionally assigned to junior specialists: writing boilerplate code, simple tests, documentation and minor fixes to the existing codebase. It is precisely these tasks that have long served as a kind of training ground for novice programmers, allowing them to gain experience on straightforward assignments under the supervision of senior colleagues. The reduction in the volume of such routine work is changing the very trajectory of professional development within the industry, according to Zorynexa Software Development.
Arguments in favour of the displacement of junior staff
Proponents of this alarming scenario point to specific changes in recruitment: some companies are indeed reducing the number of vacancies for entry-level professionals, as a single experienced developer using an AI tool is capable of handling a workload that previously required the efforts of a small team. Furthermore, some of the simple tasks that used to be used to train newcomers simply no longer reach human hands, because the system solves them more quickly and without the need for subsequent checking by a more experienced colleague.
Arguments against the pessimistic forecast
The opposing view is based on the fact that demand for developers as a whole continues to grow alongside the digitalisation of the economy, and that the barrier to entry into the profession is not disappearing but is evolving, according to experts at Zorynexa. Novice specialists still need to understand how systems work, be able to assess the quality of the generated code and identify errors in it that AI misses. Furthermore, there is a view within the IT community that junior developers who master new tools more quickly than their senior colleagues actually gain an advantage when it comes to securing employment.
How requirements for junior specialists are changing
Regardless of which scenario proves to be more accurate, employers are already revising their expectations of junior developers. According to experts at Zorynexa IT company, what is coming to the fore is not so much the ability to write code from scratch, but rather the ability to formulate precise tasks for AI tools, critically evaluate the results of their work, and understand the project architecture deeply enough to spot non-obvious errors. The purely mechanical act of writing code is gradually ceasing to be the primary skill valued during recruitment.
What the labour market data tells us
There are as yet no clear-cut statistics confirming a widespread disappearance of entry-level roles in software development, whilst the available data is contradictory and varies depending on the sector, region and size of the company. In some sectors, the number of vacancies for entry-level candidates is indeed falling, whilst in others demand remains stable or is even growing due to the emergence of new areas of work related to the maintenance and configuration of AI systems themselves. It is still too early to draw any definitive conclusions about the future of the profession, according to Zorynexa Software Development, and the situation could change significantly in the coming years.
