Data & policy analyst
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Stata, R, Python
- Route in
- Typically Master of Arts or Bachelor of Science (B.Sc). 6 courses lead here
- Entry pay
- ₹40,000 – ₹90,000 / monthly Any experience
- Where you work
- Research institutes and think tanks, Law firms (specialist practice groups), Corporate legal departments, Law colleges and universities
What the work involves
Day to day
Using data to evaluate and design policy - building datasets, running impact and statistical analysis, and turning results into recommendations that non-technical decision-makers can act on.
Who this suits
Fit
Quantitatively trained graduates who want public impact rather than commercial work. Evidence-based policy has gained real ground in India across government units, multilateral agencies and research organisations, and the skills transfer to the private sector if you change your mind.
The honest reality
Read this one
Much of the work is project or grant-funded with fixed-term contracts rather than permanent posts. Pay is well below equivalent private-sector analytics. Administrative data in India is frequently incomplete or inconsistent and cleaning it dominates the timeline. Rigorous evidence is regularly set aside for political reasons, and watching that happen repeatedly is the main reason people leave the field.
The route in, step by step
6 steps from where you are now.
A degree in economics, statistics, public policy or a social science Required
Three or four years. Numeracy matters here and it is what distinguishes this from general policy work.
A master's in economics, public policy or statistics Required
Two years. Public policy programmes at the established schools, or an economics or statistics master's. Method training is the point.
Learn to work with real administrative data Required
Stata or R, survey data, and the major Indian datasets - NSSO, NFHS, Census, PLFS and administrative dashboards. Knowing what each dataset can and cannot answer is the actual expertise.
Work with a research or policy organisation Required
Think tanks, research institutions, state government policy units, or evaluation organisations. Government policy cells increasingly hire analysts on contract.
Build a sector specialism Required
Education, health, labour, agriculture, urban or fiscal policy. Policy analysis is credible only when it is grounded in a sector you know deeply.
Senior analyst, policy adviser, or a doctorate Optional
Leading research, advising a government department or programme, or a Ph.D. towards independent policy research.
Courses that lead here
6 mapped routes into this career.
The roles this becomes
2 lanes out of the same starting point.
What it pays
Indicative bands.
| Stage | Pay band | What changes |
|---|---|---|
| Any experience | ₹40,000 – ₹90,000 / monthly | Varies by employer |
These are ranges, not offers. Pay varies by city, employer size, sector and your own skill more than by job title. Treat the band as the shape of the market, not as a number you can hold anyone to.
Common questions
The ones people actually ask about this work.
What qualification do you need to become a Data & policy analyst?
The earliest entry point is postgraduate level. People also enter from: Postgraduate, Doctorate.
Where does a Data & policy analyst usually work?
Research institutes and think tanks, Law firms (specialist practice groups), Corporate legal departments, Law colleges and universities.
What does a Data & policy analyst earn to start?
40,000 - 90,000 per month is a typical entry-level range. Pay varies with employer, city and sector.
Test this against your own priorities
Pay, hours and entry route matter differently to different people. Compare this against the alternative you are actually weighing, rather than against the average.