Independent scoring means each interviewer records their scores and notes, against the criteria you agreed before the interview, before anyone shares a view. Only then do you compare.
Score First, Talk Second: How to Run an Interview Debrief That Picks the Right Person
You've finished the last interview of the day. Three of you pile into a meeting room, someone says "Well, I loved her," and within five minutes the decision is made. Everyone nods. It feels efficient.
The trouble is that the debrief is often where good interviewing comes undone. You can ask brilliant questions and still end up hiring whoever made the strongest first impression on the most confident person in the room. The fix is simple, costs nothing and adds only a few minutes per candidate: score first, talk second.
Why the first opinion in the room carries so much weight
Interviews are close to universal. The CIPD's 2026 Resourcing and talent planning report found that 96% of organisations use some form of interview when hiring. Yet the way interviewers turn what they heard into a decision gets far less attention than the questions themselves.
The CIPD's guidance on selection methods is clear on this point: interviewers should score each candidate's responses independently before discussing them as a group. When people talk first, they are more likely to be influenced by other interviewers' opinions. A founder's enthusiasm or a senior partner's doubt can quietly reset everyone else's view, and the evidence each interviewer gathered gets lost.
For SMEs, this matters more than it might in a large organisation. The same CIPD report found that 37% of organisations with 250 or more employees train hiring managers in inclusive recruitment and interviewing, compared with just 7% of SMEs. In smaller businesses, interviewers are often capable people who have simply never been shown a consistent way to assess candidates, so the debrief tends to default to gut feel.
What independent scoring looks like in practice
Independent scoring means each interviewer records their scores and notes, against the criteria you agreed before the interview, before anyone shares a view. Only then do you compare.
Having built in-house talent acquisition across two countries myself, I know how natural it is for busy hiring managers to grab a quick chat after an interview and decide there and then. Asking everyone to submit scores before that conversation changes its character. Instead of “I just didn’t get a good feeling,” the discussion moves to specific answers and specific gaps, which also makes decisions easier to explain to candidates and to the wider team.
It also does something useful when interviewers disagree. If one person scores a candidate a 4 for stakeholder management and another gives a 2, that’s not a problem to smooth over. It’s a prompt to ask what each person heard, and often one of them noticed something the other missed.
How to run the debrief itself
Once scores are in, the conversation has a different job. It isn't about persuading each other; it's about testing the evidence. A simple running order helps:
- Have one person, ideally not the most senior, share the collated scores for each criterion.
- Start with the criteria where scores differ most, and ask each interviewer to share the evidence behind their score.
- Agree whether anyone wants to change a score based on what they've heard, and note why.
- Only then discuss the overall recommendation, and check it against the scorecard you wrote before advertising.
Asking the most senior person to speak last helps too. People share a more honest view when the boss hasn't already set the tone.
Keep a simple record and learn from it
Very few businesses check whether their interviews predict who does well. The CIPD found that only 7% of organisations collect data on the predictive validity of their assessment methods, and around three in ten measure the performance or retention of new hires within their first year.
You don't need a data team to do better than that. If you keep each candidate's interview scores, you can look back six months after a hire and ask a fair question: did the areas we scored highly turn out to be real strengths? Over a few hires, you may find one question tells you a lot and another very little, which is exactly what you need to sharpen your process.
Your debrief checklist
- Agree the criteria and a scoring scale (for example 1 to 4) before the first interview.
- Give every interviewer the same scoresheet, with space for evidence, not just numbers.
- Ask interviewers to submit scores before any discussion, including informal corridor chats.
- Start the debrief with the biggest disagreements, not the overall verdict.
- Ask the most senior person to share their view last.
- Record the final decision and the reasons for it.
- Revisit the scores at the end of probation to see what your interviews got right.
A small habit with a big effect on hiring quality
Better hiring decisions rarely come from a new tool or a longer process. More often they come from small, consistent habits that keep the focus on evidence. Independent scoring is one of the easiest to introduce, and it tends to make interviews fairer for candidates and clearer for everyone involved in the decision.
If you'd like a hand putting a structured interview and debrief process in place, or reviewing the one you already have, I'd be happy to talk it through. You can reach me at hello@buildintalent.co.uk or find out more at buildintalent.co.uk.