Proposed framework · v0.1 draft
Hiring Transparency & Friction Reduction
A proposed framework for making hiring more transparent, predictable, privacy-conscious and respectful of candidates' time.
What separates this from a list of opinions is the intent to measure it. CandidateVoice collects structured, anonymised reports of what candidates actually experience, which means each principle below can eventually be checked against evidence rather than asserted. Where we can already measure something, we say so. Where we cannot yet, we say that too.
This is not an established industry standard, and CandidateVoice is not a standards body. It is a proposal, published so it can be argued with. Every item is labelled with the kind of claim it makes — a CandidateVoice Standard is something we propose and intend to measure; a recommended practice is a position we hold but do not yet measure; a proposed benchmark is a target we think is checkable once enough data exists.
A principle nobody measures is a preference. The loop that turns one into a standard:
Candidates should not be asked for sensitive government identification — PAN, Aadhaar, or equivalent — during early interview stages. Formal document collection belongs in background verification or onboarding, once an offer is real.
Initial screening and first-round interviews should generally be virtual where practical. Travel and logistics are a cost the candidate absorbs, usually before either side knows whether the process is worth it.
Candidates should know the compensation range, or meaningful compensation information, before investing substantial time. A process that reveals pay only at the offer stage has spent the candidate's time on a question that could have been answered first.
A hiring process is a sample of how an organisation operates. Job description precision, response speed, process clarity, compensation transparency and interview structure are all observable before joining — and they rarely improve after.
Questions that surface how the role and process are actually defined:
Recruiters and hiring managers should review a candidate's submitted materials before the interview. Asking a candidate to re-narrate their own résumé spends their time re-supplying information already provided.
CandidateVoice is interested less in whether a policy exists than in whether candidates experience it. The distance between the two is the measurement that matters.
Policy / intended process
“Candidates receive feedback within 48 hours.”
Candidate experience / observed process
Median reported wait: 6.2 days.
The figures above are invented for illustration. Real Reality Gap rows are computed only from a company's own stated expectations and aggregated candidate reports, and are withheld entirely below a minimum evidence threshold.
The information problem runs in both directions. A candidate enters a process they cannot see the shape of: how many stages, how long, whether pay will be discussed, whether they will hear back. A company designs that process but sees only its own record of it — an applicant tracking system reports what the recruiting team did, not what the candidate went through.
Neither side is being unreasonable. The feedback loop simply does not exist. That is the gap CandidateVoice is built to close:
A standard written once by one party is a manifesto. This one should change as evidence accumulates — from candidate and employer feedback, from research, and from what historical process data actually shows across companies.
Later versions may record where candidates and employers agree, where they do not, and what evidence supports each item — published as versioned releases. None of that is built yet, and this page deliberately ships no voting or commenting: a consensus mechanism is only worth having once there is enough participation for consensus to mean something.
Companies may eventually wish to show alignment with these standards. If that happens, it will be built on measurable evidence or on clearly-disclosed company claims, and the two will be labelled differently. A company will not be described as meeting a standard because it says it does — that is the failure mode of every certification scheme, and it is the opposite of what this page is for.
This draft cites no external research. The items above are positions derived from what CandidateVoice observes in structured candidate reports, not summaries of published studies — and rather than attach plausible-looking citations to them, the page states plainly that it has none. Where a future item is genuinely research-backed, it will be labelled and cited.
Share your hiring experience. Every data point helps us understand what hiring looks like in practice — and moves an item on this page from an opinion to something measurable.
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