Data analytics courses are in high demand in India because shortage of two lakh professionals in data analytics. Professionals, who can get insights and make informed decisions from data, are in high demand. These roles generally include Data Engineers, Data Analysts, and Data Scientists.
Data Engineers are responsible for organizing the data in a structured and easy to get to format for the organization they work for. Data Analysts and Data Scientists use this data to come up with insights, which inform the business or develop data products that improve the customer journey.
1. Technical skills
2. Effective Collaboration
3. Intellectual Curiosity
4. Industry Knowledge
The roles and responsibilities of a Data Analysts include analysing data and deriving insights from it. They use statistics, investigative Data Analysis and Machine Learning to assess the data at hand. They help organizations to understand:
A Data Scientist embodies the perfect combination of business knowledge, technical know-how and figures. As a Data Scientist your job is not to simply sketch insights and trends from the data collected over a period of time, but to also create intelligent systems which companies can organize to automate decision making.
However, the day-to-day job of a Data Scientist varies a lot.
Read: Mandatory Skills to Become Data Scientist
To explain in more detail, they both deal with data, but the key difference between Data Scientist and Data analyst is what they use the data for? Data Scientist roles and responsibilities include interpret data. They also have to code and prepare models for the better future of the company. A Data Scientist already has a higher degree which in some cases, they might have already performed the roles and responsibilities of a Data Analyst. If it still confuses you that exactly what does a Data Scientist do, then understand the fact that they are skilled and higher in programming and the current processes of data modelling. But they also possess the skills of Data Analyst.
All we can say about what the role of Data Analyst is is juggling between data and identifying new trends. To make decisions based on the insight and to create graphical representations, and to showcase to the company what the data reveals is exactly what the work of a Data Analyst is.
The Data Engineer manages the data needs of the organization. Data Analysts provide insights. Data Scientists create data products which can make the user experience faultless. It is important to keep in your mind that these definitions and roles may vary in different organizations.
Also, read: 7 Factors Companies Look for When Hiring a Data Scientist
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