i
Perception, not supply
002 / 009
The business case
The talent was already here. The market didn't believe it.
This didn't arrive as a design brief. It arrived as a business problem. Naukri holds the overwhelming majority of India's premium white-collar talent, and is still read by the market as the place you go for volume — not for a VP. Recruiters working senior roles were starting somewhere else, often paying several times more to do it, and the perception was losing enterprise conversations before a product demo ever began.
When I went looking for why, the answer wasn't supply. Even when the right people sat in the database, the route to them ran through a search built for a different job. A pool you can't reach is, from a recruiter's seat, indistinguishable from a pool that isn't there.
What was true
85%+
of India's premium white-collar professionals — CTC above ₹30L — were already on the platform.
What the market believed
"Senior people aren't on Naukri."
The same sentence kept coming back — from enterprise accounts, from our own sales leaders, from the recruiters I sat with. Premium candidates weren't there. Passive candidates couldn't be found. The profiles that were there couldn't be trusted.
None of it was an inventory problem. Every one of those sentences traced back to something the product was doing, or quietly defaulting to, inside search.
Pool figure published by Naukri (Info Edge); premium defined as CTC > ₹30L, estimated from FY'23 ITR projections. Source: Naukri PremiumX announcement.
And it didn't thin out at the top.
The usual answer to "85% of the pool" is that the missing 15% is the part you actually want — the CXOs, the people who'd never keep a profile updated. It isn't. Availability holds almost flat from a ₹30L mid-level hire to a ₹1Cr+ executive, which is the single number that should have changed the conversation and never got told.
India's premium pool
18.5L
professionals earning above ₹30L, across every sector and seniority.
Already on the platform
16L
of them hold a profile — the inventory the market assumed didn't exist.
Open to a move in a year
9.4L
active within twelve months, which is the pool a live mandate can realistically reach.
Availability by seniority — the cut that mattered
Mid level₹30L – 50L · Principal Engineer, Sr. PM, AVP
85%11.2L of 12.5L
Senior level₹50L – 1Cr · Director, Head of Sales, VP
84%4.5L of 5.2L
Executive level₹1Cr+ · BU Head, CHRO, MD, Country Head
85%83K of 90K
Company figures from Naukri's corporate pitch deck, shared here under NDA. Pool sizes are estimates projected from FY'23 ITR data, not audited counts — I've kept them because the shape is the point, not the decimal.
Three complaints, three things the product was doing.
I took the sentences recruiters kept repeating and traced each one back to a mechanic in the product. Each turned out to be a design decision rather than a market truth — which is the only reason any of it was fixable.
“
I don't see enough premium candidates.
What was underneath
Premium, diluted in a mixed pool
Premium and non-premium profiles came back in the same result set, so the premium half never read as premium. A recruiter paying for senior talent was scrolling past everyone else to find it — and concluding the pool was thin.
~60% of premium searches ran as mixed searches
“
Profiles aren't up to date, and aren't accurate.
What was underneath
The screening fields were the unreliable ones
Not general data decay — specifically CTC, experience, current company, notice period. The exact fields a senior shortlist turns on were self-declared and often stale, so recruiters confirmed all of it on a call before trusting any of it.
~50% of year-active profiles inaccurate on CTC & experience · 20% current company and role · 14% skills · 12% notice period
“
I can't find passive profiles.
What was underneath
A default that hid them
Search defaulted to candidates active within six months, and almost nobody changed it. The passive half of the pool — the half that matters most for senior roles — was excluded before a keyword was typed. The product was manufacturing the perception it was being blamed for.
~70% of searches ran on the ≤6-month activity default
Figures from Naukri's internal analysis of premium search behaviour, reviewed with the product team — shared here under NDA and directional rather than audited. They're the reason the same three sentences kept repeating.
The frame I was handed.
The business case came with its own structure: four things a corporate buyer is told they need in order to hire premium talent. It's a clean sales frame and it shaped the brief. Two of the four survived contact with recruiters. The other two were describing the wrong problem — which is most of what the next two sections are about.
i
Talent availability
A pool deep enough that the right person is in it at all. The one pillar that was already true — and the one nobody outside the company believed.
ii
Faster discovery
Find and identify premium candidates quickly. Stated as a speed problem. This is the one I ended up designing against.
iii
Easier connect
Reach candidates where they'll actually respond. True as far as it goes — but more channels wasn't the missing piece.
iv
Cost-efficient hiring
Maximise outcomes, minimise spend. Real — though at this level the cost that decides anything is the wrong hire, not the licence.
Then the part no default could fix.
Cleaning up the pool and the defaults gets a recruiter to the right people. It doesn't help them choose between them — and at this level, choosing is the entire job. Three things made that hard before a single screen existed.
01 / 03
The deciding signal isn't a field
Pedigree, company scale, how long someone stays, whether they've moved from startup to enterprise. What separates two similar-looking CVs is a pattern across a profile, not a value inside it.
02 / 03
The recruiter isn't the only reader
A shortlist has to survive a hiring manager who wasn't in the search. Recruiters need language for why this person over that one — and a row in a result list gives them none of it.
03 / 03
A wrong hire compounds for years
At this level the real cost isn't the tooling or the time-to-fill. It's the eighteen months spent discovering the hire was wrong, and starting again.
The bet the tier was built on
If someone is hiring for a premium role, PremiumX should be the only place they need to open — the pool, the proof it's real, and the case for a shortlist in one product instead of three.