Insights for India's AI & Data professionals

This guide breaks down what these roles actually involve in 2026, what they pay across multiple sources, and the real path into architecture from a Data Engineering or AI Engineering background.

Salary benchmarks, top hiring companies, required skills, and how to stand out in the most in-demand data engineering stack in India right now.

What skills companies are actually hiring for, salary expectations, how to build a portfolio that gets noticed, and where the best GenAI roles are in India.

Looker vs Tableau vs Power BI — which tool to learn, salary ranges, what skills matter beyond the tool, and how to build a portfolio without company data.