Hiring Pipeline

Hiring Pipeline

An unstructured hiring process produces slow decisions, biased ones, and lost candidates - the top candidate accepts elsewhere during week three of a meandering loop. A structured pipeline reduces bias, compresses time-to-hire, and gives every candidate a consistent experience; the reverse funnel below also tells you, before you open the role, whether the top of the funnel is big enough to produce a hire at all.

Operating procedure

The order is load-bearing: the scorecard (Step 1) must exist before sourcing, because every later stage evaluates against it, and interviewers cannot own attributes that were never defined.

Step 1: Write the requisition and scorecard

Collect from the hiring manager before anything opens:

• Mission of the role - what success looks like in 6-12 months, one paragraph.
• Must-have vs nice-to-have skills - keep must-haves to 3-5. Long lists deter great candidates, especially from underrepresented groups.
• Scorecard - the 4-6 attributes every interviewer will evaluate against, with what "strong" looks like for each. This is the backbone of an unbiased loop; pair with hiring-scorecard to build it.
• Comp band and level - agreed before sourcing, never negotiated ad hoc mid-process.
• Target start date - this sets the time-to-fill clock.

Step 2: Plan the funnel backward from one hire

Use these stage-conversion benchmarks to size the top of funnel; treat them as planning defaults and replace with your own data once you have it:

Stage                        Typical conversion   Cumulative per hire
Applicants -> recruiter screen     10-20%          ~100-200 applicants
Recruiter screen -> HM screen      ~50%            ~16-20 screens
HM screen -> full loop             50-65%          ~8-10 HM screens
Full loop -> offer                 25-33%          ~3-4 loops (onsites)
Offer -> accept                    80-90%          ~1.2 offers

Sourced/referral candidates convert 3-5x better than cold applicants at the early stages, which is why channel mix matters. Time-to-fill norms: 35-45 days for most individual-contributor roles, 45-60 for senior engineering and leadership. If the plan implies more than 60 days, cut loop length or widen sourcing now, not in week six.

Step 3: Source

• Write an inclusive job post: outcomes over credentials, no jargon, salary range visible (route the copy to job-description-writer).
• Source from multiple channels - referrals, communities, direct outreach - to widen the funnel; personalize outreach via candidate-outreach-personalizer.
• Track funnel metrics by stage and by source from day one so drop-off is visible weekly.

Step 4: Screen

• Recruiter screen (30 min): motivation, basics, comp alignment, logistics. Surfacing the comp band here prevents week-five offer shocks.
• Hiring-manager screen (30-45 min): role fit plus a couple of substance questions.
• Ask the same questions of every candidate at each stage - consistency is what makes comparison legitimate.

Step 5: Run the interview loop

Design a loop of 4-5 interviews maximum where each interviewer owns specific scorecard attributes with no overlap:

- Technical / craft            -> attributes: [FILL]
- Systems / problem solving    -> attributes: [FILL]
- Collaboration / values       -> attributes: [FILL]
- Domain / role-specific       -> attributes: [FILL]

Rules: each interviewer knows their attributes, uses consistent questions and a rubric per attribute (build these with interview-guide-builder), and submits a written, evidence-based rating BEFORE the debrief. Ratings shared early become groupthink. Compress the loop into 5-10 business days end to end; a loop that drags for weeks loses the best candidates to faster companies.

Step 6: Debrief and decide

• Run a structured debrief: each interviewer presents rating plus evidence, lowest-tenure voices first.
• Apply an explicit bar: strong signal on all must-have attributes, no serious concerns.
• Record hire / no-hire with reasons. "Didn't feel like a fit" is not data; require the attribute and the evidence.
• The hiring manager makes the call; the loop informs it.

Step 7: Offer and close

• Extend the offer within 2-3 business days of the final interview - great candidates have options, and every day of silence costs accept-rate.
• Sell honestly against the motivations the candidate stated in the recruiter screen.
• If offer-accept falls below 80%, diagnose: comp band mis-set at Step 1, a slow process, or a poor closing conversation.

Worked artifact: pipeline conversion table

A real funnel review for a senior backend role, week 6:

Stage                    Count   Conversion   Benchmark   Verdict
Applicants                 140
Recruiter screens           24       17%        10-20%    on track
HM screens                   9       38%        ~50%      LEAK - screen bar unclear
Full loops                   5       56%        50-65%    on track
Offers                       1       20%        25-33%    slightly low, small n
Accepts                      0        0%        80-90%    LEAK - offer sat 6 days

Time elapsed: 42 days. Action: rewrite recruiter-screen pass criteria against
the scorecard; pre-approve comp so offers go out within 48h of debrief.

The table localizes the problem to two seams instead of the vague "hiring is hard."

Deliverable

Produce a hiring-pipeline design: the requisition with scorecard and comp band, the reverse-funnel capacity plan with per-stage targets, the stage sequence with owners and timeboxes, the interviewer-to-attribute matrix, the debrief protocol and decision bar, and the weekly conversion table template with benchmarks alongside actuals.

Do NOT

• Do not open sourcing before the scorecard exists - interviews become unstructured chats and bias fills the vacuum.
• Do not let interviewers compare notes before written ratings are in; early consensus is groupthink wearing a debrief costume.
• Do not run a 7-round loop over multiple weeks - every added round costs candidates and adds little signal past round 5.
• Do not use "culture fit" as a gut check; replace it with explicit values-based questions tied to scorecard attributes.
• Do not negotiate level or comp band ad hoc after the loop; set it in Step 1.
• Do not read the funnel only in aggregate - a healthy blended conversion can hide one broken source or stage.

Quality bar

• Must-haves number 3-5 and the scorecard has 4-6 attributes with "strong" defined for each.
• Every interview attribute has exactly one owner; no overlaps, no orphans.
• The funnel plan shows per-stage targets against the benchmark table and a time-to-fill target of 45 days or less (60 for senior roles).
• Ratings are written and submitted before any debrief discussion.
• Every no-hire records the attribute and evidence, not a vibe.