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AWS Guides & Tutorials
AWS for data engineers — S3, EC2, Lambda, Glue, Redshift, Athena, EMR and the certification roadmap that gets you hired.
AWS articles
AWS Data Engineer Salary in India 2026: Does AWS Experience Pay?
Does AWS experience actually raise pay in India, or is it just a line on a CV? Real 2025 survey data for India gives a clear answer when people are compared with others of the same experience: AWS users earn more, and AWS combined with infrastructure skills earns more still. Here is the data and what to do with it.
AWS Certification Path for Data Roles
A guide to AWS certifications for people in data roles, based on AWS's current exam-guide catalogue: the levels and what each certification validates, paths for data engineers, analysts and machine learning engineers, what the exams cost and how long they last, and what a certificate does and does not prove.