Data Scientist vs Data Engineer ๐ฅ Epic Battle of Data Science 01
Here's everything you need to know about the two roles - Data Scientist and Data Engineer - covering all aspects, including: work, average salaries and skills required. This is the very first episode of our new Epic Battle of Data Science series.
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Here's a comprehensive understanding of responsibilities and technical expertise of Data Scientist & Data Engineer:
๐ฅ Data Scientist and Data Engineer: Work they do?
๐ Data Scientist
- Apply statistical analysis and ML to extract insights from complex data.
- Develop advanced models (e.g., ChatGPT) for trend prediction and decision-making.
- Conduct exploratory data analysis and visualisation.
- Collaborate across teams to solve business problems with data.
- Continuously refine models for improved performance.
- Communicate findings through reports and presentations.
๐ Data Engineer
- Design robust data infrastructure for collection and storage.
- Build efficient data pipelines for seamless data flow.
- Implement data validation and quality control measures.
- Collaborate to understand data requirements and design solutions.
- Optimise systems for scalability, performance, and security.
- Monitor and troubleshoot data pipelines.
๐ฅ Data Scientist and Data Engineer: Average Salary?
๐ Data Scientist
- Average annual salary of โน11L
- Ranging between โน5L and 25L
- Data Scientist role is handsomely rewarding path ๐ฐ๐ผ
- Reference: https://www.glassdoor.co.in/Salaries/data-scientist-salary-SRCH_KO0,14.htm
๐ Data Engineer
- Average annual salary of โน8L
- Ranging between โน4L to 20L
- Data Engineering field is rapidly growing & is promising ๐ฐ๐ป
- Reference: https://www.glassdoor.co.in/Salaries/data-engineer-salary-SRCH_KO0,13.htm
๐ฅ Data Scientist and Data Engineer: Skills required?
๐ Data Scientists
- Master the art of Python, SQL, Machine Learning, and Statistics (including EDA)
๐ Data Engineers
- Excel in Scala, Hadoop, Spark, SQL, and AWS
Which role gives you th
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