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This question is about what a data analyst does, what a data engineer does, and data analyst.
A data analyst analyzes numeric data and uses it to help companies make better decisions while a data engineer develops, constructs, and tests data.
A data analyst's primary skill set revolves around data acquisition, handling, and processing. A data analyst is more focused on pre-processing and data gathering as well as representing that data via reporting and visualization tools. It is important for a data analyst to have a deep understanding of data cleaning, data conversion, and data modeling.
A data engineer is involved in the development of platforms and architecture for data processing. In other words, they are responsible for developing the foundation for where various data operations occur. They work with both structured and unstructured data and need expertise in both SQL and NoSQL databases. They are typically more experienced with core programming concepts and algorithms.
There are many differences between a data analyst and a data engineer including salary expectations and responsibilities.
Here are the key differences between a consultant and an analyst:
Data analysts make approximately $59,000 annually
Data engineers make approximately $90,000 annually
Data analysts require a Bachelor's degree and good statistical knowledge
Data engineers require a Master's degree in a related field and a good amount of experience as a data analyst
Data analysts are responsible taking action on a dataset based on the current scope of the company
Data engineers are responsible for developing the platform on which data analysts and scientists perform their work
Data analysts deal only with structured data
Data engineers deal with both structured and unstructured data

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