A Data Scientist must be skilled in Math, computer science and trend spotting. The responsibility of a data scientist includes deciphering large volumes of data, mining the relevant data, and analyzing the data to make predictions. The Data Science career path is as follows:
Business Intelligence Analyst: The responsibility of a business intelligence analyst is to figure out how the business works and how it can be affected by market trends. They need to get a clear picture of the status of the business and where it stands in the environment. This is done by performing the analysis of the data.
Data Mining Engineer: The job of a data mining engineer is to examine the data needs for the business. They could be hired permanently by the company or could work as a third party. Apart from examining the data, the job of a data mining engineer is the creation of a sophisticated algorithm that helps in the data analysis.
Data Architect: The main responsibility of a Data Architect is working alongside developers, system designers, and users. It’s their job to create blueprints used for the integration, centralization, protection, and maintenance of the data sources.
Data Scientist: The main role of a Data Scientist is analyzing, developing hypotheses, developing an understanding of the data and exploring patterns from the given data in order to pursue the business case. The responsibilities of a data scientist include developing systems and algorithms that convert the raw data into insights that are productive and can be used to further the interest of the business.
Senior Data Scientist: The responsibility of a senior data scientist is anticipating the future needs of the business. Once the needs of the business are identified, all the data analysis, systems, and future projects will be shaped to fulfill the needs of the business in the future.