Research
What is left for people when AI does the work?
Everything we teach starts here. We study what AI is doing to professional work, publish what we find, and change the programme when the evidence changes.
Guides and briefs
Written for students and for the people who hire them.
Guide
AI skills for engineering students: what to learn when AI writes the code
A practical guide for engineering students in India on which skills to build during college now that AI tools can write most routine code.
ReadGuide
How to get a software job as a fresher in the AI era
Entry-level hiring is changing as AI takes over junior tasks. What companies now look for in freshers, and how to show it.
ReadBrief
Hire-train-deploy in the AI era: what to expect from trained freshers
For engineering leaders in India: how AI changes the hire-train-deploy model, and what a fresher should be able to do on day 2.
ReadOpen questions
What we are working on.
- What can AI reliably do in real engineering work today, and what can it not?
- Which skills lose value, which gain value and which stay with people?
- How do juniors build judgement when the routine work is automated?
- How is entry-level hiring in India changing as a result?
In preparation
The state of entry-level tech work in India
An annual report on how AI is changing what companies expect from engineering graduates. The first edition is being prepared.
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