3 Challenges Data Scientists Face

The pressing demand for data scientists and other roles requiring related skills makes data is a very lucrative field to pursue today. However, like any other career, careers in the data science industry come with their own challenges.
 In this article we will explore some challenges you can expect, once you complete your Masters in Data Science and are employed as a data scientist in the organization of your choice:
  • You’ll Deal With Mountains of Raw Data
This is a challenge purely from a technical standpoint. How you use data, extract data, how it is cleaned and analyzed data to finally obtain insights from is critical. A large part of the effort you make will go towards creating a clean set of data with useful information, before statistical models can be applied to it. You will also be expected to have extensive expertise in programming languages such as Python and SQL to do your job to the best of your ability.
  • You Will Have to Be A Specialist, Not A Generalist
The best data scientists are those who do specific tasks with excellence. Trying to do everything at once only results in confusion, saturation, and worse of all- substandard work.
As a new professional stepping into the data science field, be mindful of the vast and vague nature of this discipline. You will need to have mastery over very different engineering skill sets to perform different tasks. Give yourself the time to build those skills by taking one domain at a time. Dive deeper into other areas only when you’ve gained expertise in one area.
  • Let Business Reasons Inform Your Choices
As a data scientist, you’re involved in the ‘how’ and ‘why’ of making things happen. Your job isn’t merely sifting through data to identify connections. You are required to factor in business conditions and apply your knowledge to inform the best business decisions.
For data scientists in the field of machine learning this is a huge challenge. They find themselves stumped when trying to employ artificial intelligence or machine learning capabilities without concrete objectives. This leads to wastage of time and resources. If you don’t know where to begin, you could start by asking how your data decisions will improve your customer experience.

Data Scientists are among the top and upcoming professionals that employers across most sectors look for. An MBA in Data Analytics equips you with the tools you need to make it big in this industry with the unique skill set only you can offer.

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