To add some perspective, here is what data science looks like in the future.
It has been observed that there is a mismatch in the demand and supply of the field.
This very fact has created what many might call a lucrative career opportunity. That is the sole reason why hundreds flock towards the career now. But a deeper analysis is needed to understand what the field will look like a quarter of a century from now.
The most basic idea that anyone agrees to right now, is that this is the age of data. The amount of data available is simply astounding. Only a minute percentage of the total is in a structured form and hence usable. Much of this is because of the Internet of Things that has connected the entire world through devices. If anything, the future promises that this sheer volume of data will increase. So, the demand for data scientists is not going anywhere.
But a clearer view of the career of a data scientist reveals that there are, in essence, very few data scientists. Many who believe to be data scientist could in fact simply be defined as business analysts. The apparent development over the next few years could be an addition of those that can be called pure data scientists.
At the same time, organizations will try to look to standardize the roles of a data scientist. This means that those that specialize in machine learning and call themselves data scientists will not do. Furthermore, industry-specific data science roles will also emerge. To ensure that data is always readily available in a workable form, roles for data management will also emerge. For instance, SQL centric roles that work on data management throughout.
But one of the most anticipated changes expected in the field over the next 25 years is automation. The repetitive nature of the process of data science means that it can be automated to save costs. This will greatly enhance the pace of decision-making and reduce human involvement in the process.
The Businesses Perspective
It seems it is not just individuals seeking a career in the field that are flocking towards it, but also vacancies in organizations. Businesses are looking to bring in a reliance on data like never before.
Whether it is businesses that just logos Buy designs and provide services, or those making fast-moving consumer goods and selling products, data-driven decision making has become necessary. So much so that informed decision making will make help differentiate the organization in a world of heterogeneous product offering.
Much of the development in the field at present is on the shoulders of those that sit at the top of the management hierarchies. Once data scientists ascend to these positions, the organizational structure might well be in for reform and so will the influx of new skills into the career.
About The Author
The writer works with a digital agency specializing in the design and development of creatives where you can buy logo designs and create them.