The situation
A Series-A company has twelve roles open for the quarter — backend and platform engineers, a designer, two account executives, a customer success lead — and two in-house recruiters covering all of it.
Roughly 40 applicants per role is manageable on paper. In practice the first round is the first thing to get compressed: a ten-minute call that was meant to probe depth becomes a scheduling conversation, and hiring managers end up doing the real screening themselves in interviews that were supposed to be technical deep-dives.
The symptom everyone recognises: an engineering manager two interviews into a loop asking why this candidate is here at all.
How the role is set up
Each role gets its own framework, generated from its job description and then reviewed — which turns out to be the more valuable half of the exercise.
- The hiring manager reviews the extracted competencies before the role goes live. Disagreements about what the role actually needs surface in week one rather than in week five.
- Every applicant gets the same first round — no more triage by whoever had a gap in their calendar.
- Interviews are fixed-length by construction, so an engineering screen and a sales screen are each internally consistent.
- Managers read scorecards before they agree to a loop, with each score linked to what the candidate actually said.
What it costs
One Growth bundle (2,000 credits, £800) covers the quarter at £0.40 per credit — less than a single agency placement fee:
| Line item | Volume | Credits | Cost |
|---|---|---|---|
| CV assessments | 480 applicants | 480 | £192 |
| Full interviews | 120 candidates | 1,200 | £480 |
| Total | — | 1,680 | £672 |
That is roughly £56 per role for the quarter, against about 60 hours of screening calls at 30 minutes each — a meaningful share of a two-person team's capacity.
What changes for the team
- Hiring managers stop doing screening in disguise. Technical loops go back to being technical, because the basics are already evidenced.
- Twelve different roles run on one consistent method, which makes it possible to compare how hiring is going across the whole quarter rather than role by role.
- Recruiters spend their hours on sourcing and closing — the two activities that a scale-up cannot automate and cannot afford to neglect.
- Rejected candidates get a real reason, which matters more at this size, where every candidate is also a potential referrer or future applicant.
Where this shape of problem shows up
Lean in-house teams hiring across many different roles at once: Series-A to Series-C companies, agencies and consultancies staffing multiple client engagements, and any team where the recruiter-to-open-role ratio is worse than one to five.
It is least useful for the one or two most senior hires in that same quarter — a founding-team or VP search is a small, bespoke pool, and that first conversation should be a founder's.