The people working behind the scenes in the ever-expanding world of data, data engineers are responsible for building and maintaining the data infrastructure and creating pipelines that connect data. Watch our beginners’ guide to data engineering and learn about the academic qualifications required, certifications, and median salary for data engineers in Pakistan. This IT role requires a significant set of technical skills, including in-depth knowledge of SQL database design and multiple programming languages. Some data engineering certifications to consider: Cloudera Certified Professional (CCP) Google cloud certified professional data engineer Certificate in Engineering Excellence Big Data Analytics Optimization (CPEE) IBM Certified Data Engineer The estimated average salary for a data engineer in Pakistan is approximately Rs. 2, 280, 413/yr. Knowledge of Amazon Web Services, ETL, MySQL, and JSON is imperative for aspiring data engineers.

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