Hiring scorecard: scoring candidates with a decision engine
The essentials in 30 seconds
- A hiring scorecard scores each candidate on 4 weighted criteria linked to the role outcomes and returns one total out of 10.
- In the illustrative example, candidate B totals 7.10, candidate C 7.05, and candidate A 6.75.
- Raters score alone before the group meets, which keeps each view independent.
- The EQOS Asia business page cites an alignment score between candidate, team, and stakes (as of October 2026).
- The Decision tier at US$910 covers the question ’Should I hire this C-level?’ (EQOS Asia pricing page, as of October 2026).
A hiring scorecard replaces the impression left by the last interview with a number tied to the work. A decision engine adds the fit between candidate, team, and stakes to that number. This page shows how to score candidates, and it belongs to the larger question of which role to hire first. Employment terms belong to qualified advisers. Facts are as of October 2026.
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What does a hiring scorecard score when candidates are compared?
A hiring scorecard scores evidence, not impressions. Each criterion comes from an outcome that the role must deliver, such as a result in the first 12 months, and each rating rests on something the rater saw: a past result, a work sample, or a reference. The total puts every candidate on the same scale, so a shortlist of 3 reads in one minute.
Start from the role scorecard with 3 outcomes, written before the first interview. The hiring scorecard turns those outcomes into criteria with weights. A candidate who interviews well but shows little evidence for the outcomes receives a lower total than the one who shows results, which is the point of the exercise: the sheet rewards the facts that predict success in the role.
How are criteria and weights set on a hiring scorecard?
Four criteria suit most roles. Track record weighs 35, skills for the role 25, team fit 20, and motivation 20, and the weights sum to 100. A role that rebuilds a function gives track record more weight, while a role that joins a settled team gives team fit more. Write the weights before the first interview and share them with every rater.
Ask the owner of the hire and 2 or 3 colleagues to distribute the 100 points alone, then average the results. A large gap between 2 people shows a disagreement about what the role needs, and that disagreement is better settled now than after the final interview. Fixed weights keep the totals of all candidates comparable.
How do rating anchors keep a hiring scorecard consistent?
An anchor says what evidence earns each rating. For track record, a rating from 1 to 3 means claims without proof, 4 to 6 means one similar result, 7 to 8 means repeated similar results, and 9 to 10 means results confirmed by references. The table lists these anchors. Write anchors for each criterion once, and every rater uses the same ruler.
Anchors turn a debate about opinions into a check of evidence. When 2 raters differ by more than 2 points, they compare what each saw, and the one with the stronger evidence sets the rating. The habit improves the notes taken in interviews, since raters know that a number needs a line of proof next to it.
What does a worked hiring scorecard look like for 3 candidates?
All figures are illustrative. Candidate A is rated 8, 7, 5, and 6, which gives 0.35 × 8 + 0.25 × 7 + 0.20 × 5 + 0.20 × 6, or 2.80 + 1.75 + 1.00 + 1.20, which equals 6.75. Candidate B is rated 6, 8, 8, and 7, giving 2.10 + 2.00 + 1.60 + 1.40, or 7.10.
Candidate C is rated 9, 6, 4, and 8, giving 3.15 + 1.50 + 0.80 + 1.60, or 7.05. Candidates B and C sit 0.05 points apart, a gap smaller than the noise of any rater. The figure shows the lowest rating of each candidate: 5 for A, 6 for B, and 4 for C. The totals narrow the field, and the weakest ratings decide what to check next.
How do raters stay calibrated on a hiring scorecard for candidates?
Each rater scores alone and writes a line of evidence before the group meets. The group then compares sheets criterion by criterion, starting with the largest gaps. Independent ratings protect the sheet from the halo effect, where a strong first impression lifts every later rating, and from the pull of the most senior voice in the room.
Add one reference call and one short working session for the finalists, and rate them on the same anchors. The business page describes an alignment score between the candidate, the team, and the stakes for regional leaders, with a prediction of cultural fit and operational resonance (EQOS Asia business page, as of October 2026). Record the date of each rating, since fit evolves with the team.
When does a hiring scorecard lead to an offer in a decision engine?
Close totals call for a check of the weakest ratings. In the example, a rule says that any rating of 4 or below triggers a review of that criterion, whatever the total. Candidate C reaches 7.05 with a team fit of 4, so the team runs a joint working session before choosing between B and C. The session produces new evidence for one criterion.
The EQOS Asia φ(S) scale runs from 0 to 1, with a STOP zone below 0.618 (EQOS Asia method page, as of October 2026). A hiring case in the STOP zone calls for work on the 3 priority risks before an offer, such as an unclear role or a team that is not ready. Above the line, the risks become a first-quarter plan. The owner decides.
How do you take a hiring scorecard into an EQOS Asia decision?
The pricing page lists the question ’Should I hire this C-level?’ under the Decision tier at US$910, delivered in 48 to 72 hours, and a quick answer under the Reading tier at US$358, delivered in 24 to 48 hours (EQOS Asia pricing page, as of October 2026). Key hires appear among the ideal cases for the Decision tier.
Request a free 30-minute pre-diagnostic by video in Singapore time. Bring the scorecard with its weights, the sheets of the raters, and the name of the owner. The Λ simulator offers a public demo on 9 dimensions if you wish to see a profile read before the call (EQOS Asia simulator page, as of October 2026).
See also in this guide
Frequently asked questions
How many criteria should a hiring scorecard have?
Four to six criteria work well. Fewer leave out something that matters, and more spread the weights so thinly that each criterion barely moves the total. Remove any criterion that overlaps with another, since overlap counts the same factor twice. Each criterion links back to an outcome of the role.
Should every candidate receive the same questions?
Yes. The same questions in the same order let raters compare answers on the same anchors. Add follow-up questions where an answer needs more evidence, and note them on the sheet. A short paid task or work sample gives extra evidence when the role allows it.
Can the scorecard replace the final decision?
The scorecard informs the decision and leaves it with the owner. It narrows the field, shows the weakest ratings, and records the evidence. Contract terms and local employment rules belong to qualified advisers in the country where the person will work.
What does the EQOS Asia engine add to a hiring scorecard?
The engine reads the hire on 9 structural dimensions and returns a φ(S) score between 0 and 1 with 3 priority risks (EQOS Asia method page, as of October 2026). It adds the fit between candidate, team, and stakes to the evidence on the sheet.
Test your knowledge
1. What do the four weights of the example sum to?
- 100
- 10
- 35
Show the answer
100.
2. Which candidate totals 7.10 in the example?
- Candidate A
- Candidate C
- Candidate B
Show the answer
Candidate B.
3. Which rating triggers a review in the example?
- 9 or above
- 4 or below
- 7 to 8
Show the answer
4 or below.
4. What do raters do before the group meets?
- Score alone
- Skip the notes
- Share one rating
Show the answer
Score alone.
5. Which zone lies below 0.618 on the φ(S) scale?
- OK zone
- Offer zone
- STOP zone
Show the answer
STOP zone.
About the author
Stéphane Jambu
President, EQOS Forecast Asia
Stéphane Jambu leads EQOS Forecast Asia and works as a consultant in e-commerce, search visibility, and AI. LinkedIn profile
Sources: EQOS Asia method page (eqos-asia.com/method.html), business page (eqos-asia.com/business.html), pricing page (eqos-asia.com/pricing.html), simulator page (eqos-asia.com/simulator.html), and contact page (eqos-asia.com/contact.html), consulted on 22 October 2026. Page updated on 22 October 2026.