3 posts tagged “Career Path”.
You will almost certainly not be hired as a machine learning engineer straight out of class 12, and that is normal. This guide shows the realistic route: a B.Tech, a first job in a production-data role, and the one skill that raises your pay before graduation.
You can become a data analyst after 12th Commerce without a master's degree or advanced math. With 4-6 months of focused work and the right tools, you can be job-ready for entry-level roles paying ₹3-6 LPA.
Python's adoption jumped 7 points on Stack Overflow's 2025 survey, but JavaScript still lands more entry-level web jobs in India. Pick based on your target role — data/AI means Python, web development means JavaScript — not on trending charts.