You know what is data science, and you must be wondering what exactly is this job role like - here's the answer. A data scientist analyzes business data to extract meaningful insights. In other words, a data scientist solves business problems through a series of steps, including:Before tackling the data collection and analysis, the data scientist determines the problem by asking the right questions and gaining understanding.
- The data scientist then determines the correct set of variables and data sets. The data scientist gathers structured and unstructured data from many disparate sources—enterprise data, public data, etc.
- Once the data is collected, the data scientist processes the raw data and converts it into a format suitable for analysis. This involves cleaning and validating the data to guarantee uniformity, completeness, and accuracy.
- After the data has been rendered into a usable form, it’s fed into the analytic system—ML algorithm or a statistical model. This is where the data scientists analyze and identify patterns and trends. When the data has been completely rendered, the data scientist interprets the data to find opportunities and solutions.
- The data scientists finish the task by preparing the results and insights to share with the appropriate stakeholders and communicating the results.
Now we should be aware of some machine learning algorithms which are beneficial in understanding data science clearly.
Why Become a Data Scientist?
You learnt what is data science. Did it sound exciting? Here's another solid reason why you should pursue data science as your work-field. According to Glassdoor and Forbes, demand for data scientists will increase by 28 percent by 2026, which speaks of the profession’s durability and longevity, so if you want a secure career, data science offers you that chance.Furthermore, the profession of data scientist came in second place in the Best Jobs in America for 2021 survey, with an average base salary of USD 127,500. So, if you’re looking for an exciting career that offers stability and generous compensation, then look no further!
Given the future prospects of a career as a Data Analyst, it would only be wise to pursue one’s profession in the field. We, at Syntax Technologies, provide you with an exciting opportunity for developing expertise as a Data Analyst expert. We help you develop Data Analyst Skills in line with the industry standards and demands of the tech world. Enroll now for our Data Analytics course.
