Career
Data Analyst
Turn raw data into clear insights that drive business decisions.
Career roadmap
Design and build the apps, websites and systems people use every day.
Last updated 12 Jul 2026
Software Engineers write, test and maintain the code behind websites, mobile apps and backend systems. They turn ideas and requirements into working, reliable software.
Pick ONE language (Python or JavaScript) and learn variables, loops, functions, OOP.
Arrays, strings, hashmaps, trees, sorting/searching. Core of technical interviews.
Version control is used on every real team from day one.
Front-end + back-end + a database. Ship 3–4 projects you can demo.
e.g. React + Node/Express + MongoDB/SQL, or Django.
Grind DSA on LeetCode; do mock interviews.
Contribute to real codebases and gain team experience.
Target "Software Engineer", "SDE-1", "Full-Stack Developer" openings.
| Certification | Difficulty | Cost | Duration | Importance |
|---|---|---|---|---|
| Meta Front-End / Back-End (Coursera) | Beginner | ₹3,000/mo | 4–6 months | Medium |
| AWS Certified Developer – Associate | Intermediate | $150 | 2–3 months | Medium |
| Oracle Certified Java Programmer | Intermediate | $245 | 2–3 months | Low–Medium |
Meta Front-End / Back-End (Coursera)
AWS Certified Developer – Associate
Oracle Certified Java Programmer
Entry
₹4–10 LPA
Mid
₹12–25 LPA
Senior
₹28–50 LPA
Leadership
₹50 LPA–1 Cr+ (Staff/Principal/EM)
It helps, but many engineers are self-taught. A strong portfolio and DSA skills often matter more than the degree.
Python (easiest) or JavaScript (best for web). Pick one and go deep.
AI is a productivity tool. It changes how engineers work but design, debugging and judgement keep humans essential.
Enough to comfortably solve medium-level problems. For top product companies, more practice pays off.
Career
Turn raw data into clear insights that drive business decisions.
Productionises ML models at scale.
Career
Extracts insight and builds predictive models from data.
Career
Designs scalable cloud infrastructure.