Measured by where graduates say they work — not by what any institution says it achieved.
Placement statistics have an obvious weakness: the institution being measured is also the institution doing the measuring. There is no shared definition, no audit, and no way for an outsider to check. Comparing two prospectuses tells you which has the better marketing department, and very little else.
There is one dataset that avoids this problem. On LinkedIn, alumni list their own employers, for their own reasons, with no institution involved in the process. The aggregate is imperfect — not every graduate uses the platform, and not every profile is publicly indexed — but crucially it is not authored by the institutions being measured. So we ran the analysis there, benchmarking CIMAGE against six other institutions in the same city.
Note — Those six comparators are not named anywhere in this series, and they are not going to be. Naming rivals on one’s own website is a poor way to make an argument, and the analysis does not need it — the benchmark works perfectly well as anonymous figures.
The short version
- About 15.4% of CIMAGE’s indexed LinkedIn alumni are at TCS or Wipro — between 3.5× and 7× the rate at every comparator measured.
- In absolute terms CIMAGE shows ~171 alumni at TCS against ~62 at the largest comparator, despite that institution having more than twice as many alumni indexed.
- That density is a genuine strength — and simultaneously evidence of concentration rather than diversity. Both readings are printed here.
- Premium outcomes are not exclusive to CIMAGE. At least one comparator also has an independently visible Amazon alumna.
- Two of the seven institutions could not be assessed at all, and those cells are left blank rather than estimated.
In this article
Why alumni data beats a prospectus
The case for using alumni employment data rests entirely on incentives. An institution publishing a placement figure has an obvious reason to present it favourably and complete freedom over how it is computed. A graduate updating their own employer on a professional network has entirely different motives — visibility to recruiters, professional credibility, keeping in touch with former colleagues — and no interest whatsoever in flattering their alma mater.
That is the whole argument, and it is a strong one. But it does not make the data clean, and the limitations deserve stating before the numbers rather than after them.
Where the data undercounts
- Graduates in government service, teaching, family businesses and the informal economy are far less likely to maintain a professional profile, so entire career paths are close to invisible.
- Older cohorts are thinner than recent ones, because the platform’s adoption in India rose sharply after roughly 2012.
- Only a subset of profiles is surfaced to public search, so every figure here is a floor rather than a total.
- Self-reported employers are occasionally out of date, and job titles are frequently hidden.
Those distortions apply broadly across institutions of similar type and vintage, which makes relative comparison far more defensible than absolute counting. The right way to read everything below is as a comparison of shapes, not a census of people.
One distortion does not cancel out, and it cuts against the conclusion rather than for it: because the platform over-represents organised corporate employment, any LinkedIn-based method structurally favours institutions whose graduates go into corporate IT. That is precisely CIMAGE’s strength, so the gap reported below should be read as an upper bound rather than a precise multiple.
What the platform shows
Seven institutions in the same city were examined. Five expose a comparable employer breakdown publicly; two do not.
| Institution | Alumni indexed | TCS | Wipro | Other visible employers |
|---|---|---|---|---|
| CIMAGE | 2,252 | 7.61% (~171) | 7.79% (~175) | ICICI Bank 4.33%, Cognizant 2.08% |
| Comparator A | 3,228 | 1.35% (~44) | 1.25% (~40) | Judiciary, the institution itself |
| Comparator B | 5,310 | 1.17% (~62) | 1.01% (~54) | ICICI Bank 1.44%, Accenture 0.85% |
| Comparator C | 2,654 | 2.96% (~79) | 1.48% (~39) | ICICI 3.55%, Axis 2.17%, Infosys 1.08% |
| Comparator D | 2,015 | 1.74% (~35) | 2.01% (~41) | Bajaj Finserv 2.41%, Genpact 2.01% |
| Comparator E | Page exists | — | — | No comparable panel publicly indexed |
| Comparator F | Page exists | — | — | No comparable panel publicly indexed |
Note — The last two rows are blank on purpose. There is no publicly indexed employer breakdown for either institution, and a table that quietly filled those cells with estimates would be worth less than one that admits the gap.
The number
Combine the two largest IT services employers and the spread stops being marginal.
| Institution | TCS + Wipro | CIMAGE is |
|---|---|---|
| CIMAGE | 15.40% | — |
| Comparator C | 4.44% | 3.5× higher |
| Comparator D | 3.75% | 4.1× higher |
| Comparator A | 2.60% | 5.9× higher |
| Comparator B | 2.18% | 7.1× higher |
Roughly one in six visibly indexed CIMAGE alumni is at TCS or Wipro. Against the strongest comparator that is three and a half times the concentration; against the weakest, seven times.
Why the absolute counts matter more than the percentages
Percentages can flatter a small base, so the raw counts are the better test — and they sharpen the picture rather than softening it.
CIMAGE shows roughly 171 alumni at TCS. The largest comparator, with an indexed alumni base of 5,310 — more than twice CIMAGE’s 2,252 — shows about 62. In other words CIMAGE has nearly three times as many alumni at that one employer from less than half the alumni population.
The like-for-like comparison is cleaner still. One comparator has an indexed base of about 2,015, within ten per cent of CIMAGE’s. On a near-identical population it shows roughly 35 alumni at TCS and 41 at Wipro, against CIMAGE’s 171 and 175 — approximately four times the presence at both employers simultaneously.
None of this originates from a placement department. It is where graduates themselves say they work. For an institution whose campus placement claims are otherwise unverifiable from outside, this is the strongest independent corroboration available.
The reading we are not going to hide
A very high concentration in two mass-services employers supports a flattering interpretation: CIMAGE has built an unusually effective machine for moving ordinary Bihar undergraduates into organised corporate employment. The evidence does support that, and it is not a small thing to have built.
But the same number supports a second reading, and it would be dishonest to print the first without the second. A cohort concentrated in mass IT services is, by definition, less distributed across product companies, startups, research, the public sector, the creative industries and entrepreneurship. Concentration and diversity are the same measurement viewed from opposite ends.
“Highest TCS percentage” is not a synonym for “best alumni network.” It means something narrower and more specific: strong mass-corporate employability.
The comparators make the point. The largest of them shows leading alumni functions spread across education, human resources, business development, media and communications, and operations — a genuinely broad professional distribution that its low IT concentration conceals rather than reveals. Another shows breadth across engineering, education, law and marketing. Neither is losing a competition. They are producing a different distribution, and for many students that distribution is the better fit.
How a student should actually use this
The number is only useful once you know what you want from it.
- If the goal is reliable entry into organised IT or banking employment, density in exactly those employers is the relevant signal — and CIMAGE’s is exceptional by any local standard.
- If the goal is law, civil services, journalism, academia, medicine or the arts, that same density is close to irrelevant, and a broader, older alumni base is worth considerably more.
- If the goal is a product company or a startup, neither figure answers the question directly, and the individual outcomes in Part One are better evidence than any aggregate.
Three corrections to the obvious conclusion
1. The nearest comparator is stronger than it looks
One comparator shows nearly 3% of alumni at TCS, with a banking presence — ICICI at 3.55%, Axis at 2.17% — that is actually stronger than CIMAGE’s in relative terms. For an institution with a completely different mission, structure and intake, that is a serious corporate footprint, and it is consistently overlooked in local reputation rankings.
2. One comparator cannot fairly be judged at all
One of the institutions in this set was established in 2017. It has not yet had time to produce a ten-year alumni cohort, and treating the absence of senior outcomes as evidence against a university that young is simply an error of arithmetic. Its indexed alumni base is already larger than CIMAGE’s, which suggests the picture will look quite different a decade from now.
3. The premium outcomes are not exclusive
This correction matters most. At least one comparator has an alumna from the 2010–13 period appearing independently at Amazon in Bengaluru. Another comparator’s graduates show up at Persistent Systems, Hewlett Packard Enterprise and Mphasis. Any story that says CIMAGE graduates reach major technology companies and other local graduates do not is contradicted by five minutes of searching.
What CIMAGE can legitimately claim is density, not exclusivity. That is a defensible claim precisely because it does not require anybody else to be doing badly — and claims that depend on rivals failing tend to collapse the moment somebody checks.
How to run this check yourself
The method used here is reproducible by any parent or student with a browser and twenty minutes, and it applies to every institution in the country, not just these seven.
- Open the institution’s LinkedIn school page and go to the alumni tab, not the marketing site. It reports what graduates say, not what the institution says.
- Read the percentage and the absolute count together. A high percentage of a small indexed base can be less impressive than a modest percentage of a large one.
- Check the founding year before judging senior outcomes. An institution founded in 2017 cannot yet have fifteen-year alumni, and holding that against it is meaningless.
- Look at what the top five employers have in common. Five IT services firms and five different sectors describe very different educational outcomes, and neither is automatically better.
- Treat any cell you cannot verify as unknown rather than zero. Absence of public data is a limitation of the platform, never a finding about an institution.
- Repeat the check in six months. These aggregates drift continuously as people update their profiles.
Where the analysis runs out
Two questions we wanted to answer and could not, stated plainly because the gaps are part of the result.
First, the public institution pages expose only the top five employers, which means Deloitte, PwC, KPMG and EY counts are invisible almost everywhere. We know from CIMAGE’s own records that Big Four outcomes exist — Part One documents several by name — but producing a comparative table would require the filtered alumni database, which is not public.
Second, the platform does not publicly expose location distribution at institution level, so no honest ranking of international alumni populations is available. Part One documents specific overseas outcomes; it cannot produce a total, and neither can this.
We would rather leave both blank than manufacture the precision. The figures that are here are strong enough that they do not need company. Part Three asks whether the gap survives a decade, and Part Four sets out the full method and the list of claims this research refuses to make.
Frequently asked questions
How many CIMAGE alumni work at TCS and Wipro?
LinkedIn currently indexes 2,252 CIMAGE alumni, of whom about 7.61% list TCS and about 7.79% list Wipro — roughly 171 and 175 people respectively, or 15.4% of the indexed base across the two employers combined. These are floors rather than totals, since only a subset of profiles is publicly surfaced.
Is CIMAGE the best college in Patna for placements?
On independently visible alumni employment rather than self-reported placement figures, CIMAGE shows by far the highest concentration of graduates at large IT employers among the institutions examined — between 3.5 and 7 times the rate of every comparator measured. For mass corporate employability in IT and banking that is the strongest available signal. For breadth across other professions, some comparators have larger and more diversified alumni bases.
Why is LinkedIn data better than a college’s own placement figures?
Because the institution being measured is not the one doing the measuring. Placement figures depend on undisclosed definitional choices — offers versus students, which denominator, offered versus accepted — while alumni update their own employers for reasons entirely unconnected to their college’s marketing.
Is a high TCS placement percentage actually a good thing?
It depends entirely on what a student wants. It is strong evidence of reliable entry into organised IT employment, which is exactly what many families are looking for. It is also evidence of concentration rather than diversity — the same cohort is by definition less spread across product companies, startups, research, public service and the creative professions.
Which other colleges were compared, and why are they not named?
Six other institutions in the same city were examined, five of which publish comparable alumni data. They are reported anonymously because naming competitors on one’s own website is a poor way to make an argument, and the benchmark works perfectly well as anonymous figures. Anyone wishing to verify the comparison can reproduce it on LinkedIn in about twenty minutes using the method set out above.
How accurate are these percentages?
They are accurate as a snapshot of what the platform indexed at the time of writing, and they drift continuously. They also undercount systematically — graduates in government service, teaching and family businesses rarely appear — so every figure should be read as a floor. Relative comparison between similar institutions is far more reliable than any absolute count.
The rest of this series
- Beyond TCS and Wipro: What CIMAGE Alumni Actually Did Next — Two hundred documented outcomes from a Patna BCA and BBA college — graded by evidence, not by press release.
- Fourteen Years On: Where the 2012–2019 Graduates Are Now — Does an early placement advantage survive a decade? A cohort study of what happened after graduation.
- How We Counted: The Method Behind the Alumni Audit — Evidence tiers, known weaknesses, and a published list of the things this research refuses to claim.
Primary sources
Figures in this series are drawn from the following, read at the time of writing. LinkedIn aggregates change continuously.
