Interviewer training: a checklist before anyone interviews alone

Interviewer training has one goal: everyone who meets a candidate asks planned questions, writes down what was said, scores against the same anchors, and knows what they must not ask. That takes about 90 minutes of teaching, one shadowed interview, one reverse-shadowed interview, and a checklist someone signs off. This page has all four.

It is written for the person who has to set this up: a hiring manager who runs a team of interviewers, or a recruiter making a company's interviews consistent. Everything here works without a learning management system.

The sign-off checklist

Nobody interviews alone until every line is ticked and a named owner has signed it. Copy this into your process document and keep the completed ones.

INTERVIEWER READINESS: [name]     Role in the process: [ ]
Owner: [recruiter or hiring manager]      Date completed: [ ]

The role
[ ] Read the role brief and the competencies, and can say what each means
[ ] Knows which competencies they own and which they must not cover
[ ] Has the interview kit: questions, planned probes, timings

The scale
[ ] Can explain what a 4, 3, 2 and 1 mean for their competencies
[ ] Knows that "not assessed" is a legitimate rating
[ ] Has scored one practice answer and compared it with the group

The law and the record
[ ] Knows the topics that are off limits, including in small talk
[ ] Knows what to do if a candidate volunteers personal information
[ ] Knows what not to write in notes, and that notes are a record
[ ] Knows the recording and consent rules we use
[ ] Knows to offer accommodations the same way to every candidate

The mechanics
[ ] Has taken notes in a shadowed interview and compared them with the
    lead interviewer's
[ ] Has run a reverse-shadowed interview and scored it independently
[ ] Knows the scorecard deadline and that no discussion happens first
[ ] Knows the debrief rules: evidence first, recommendations last

Candidate experience
[ ] Can open an interview in 90 seconds: who they are, the format, notes
[ ] Leaves time for candidate questions and answers them honestly
[ ] Closes with the next step and a date, and gives no hints

Signed off by: [ ]        Review date: [ ]

The 90-minute training session

Run it for two to eight people. Most of the time is practice; the teaching parts are short because people do not retain a lecture about interviewing.

0:00  Why structure (10 min)
      What we ask everyone to do, and the two rules behind it:
      same questions, evidence before opinions.

0:10  What you cannot ask (20 min)
      The off-limits topics, how they arrive in small talk, and the
      job-related alternative. Run it as: "here are eight questions,
      which are fine and why?"

0:30  The kit and the scale (15 min)
      Walk one competency: definition, questions, probes, anchors.
      Everyone reads the 2 and the 4 aloud. Disagreement here is the
      point of the exercise.

0:45  Practice scoring (25 min)
      Everyone scores the same written or recorded answer alone, on
      paper, then reveals at once. Discuss only the spread: what did
      the 4 see that the 2 did not?

1:10  Note-taking drill (15 min)
      Play or read a two-minute answer. Everyone writes notes, then
      compares: who wrote what was said, who wrote a verdict?

1:25  Logistics and close (5 min)
      Scorecard deadline, debrief rules, who to ask when something
      unexpected happens in an interview.

The scoring practice is the part people remember, because the spread is always wider than the room expects. Running it regularly, with real answers, is calibration; the interview calibration session covers the longer version and how to read the results.

Legal basics every interviewer needs

Interviewers do not need to know employment law. They need five habits and one instruction about what to do when something unexpected happens.

Add your own rules on recording and transcription: whether interviews are recorded, what the interviewer says before it starts, and how to pause. Our free consent guide has a line to read aloud and notice text by jurisdiction. If your company uses any tool that scores or ranks candidates, the interviewers should know it exists and what it is used for; local rules such as NYC Local Law 144 and the Illinois AI Video Interview Act put obligations on the employer, not on the interviewer, but the questions land in the interview.

Teaching the questioning

The skill gap in new interviewers is rarely the questions. It is the follow-ups, and the willingness to stay on one topic while an answer is still vague. Teach four probes and drill them:

• "What did you do, specifically?" for every "we". Ask twice if needed.
• "What happened next?" when the story stops before the outcome.
• "How did you know it worked?" for claims with no measure.
• "What would you do differently?" which separates people who have thought about the work from people who have rehearsed a story.

Three rules to say out loud, because new interviewers break them without noticing:

1. Same questions, same order, for every candidate. Improvised extra questions for one candidate make the comparison worthless.
2. Do not sell during the questions. It tells the candidate which answers you want.
3. Silence is a technique. Count to three after an answer. Most useful detail arrives in the pause.

Where the questions come from matters as much as how they are asked. If your team keeps a shared library, show new interviewers where it lives and how to propose a question: building an interview question bank covers the structure.

Teaching notes and scoring

The note-taking drill is short and it changes behavior, because people see their own conclusions on the page. Read a two-minute answer aloud, ask everyone to take notes as they would in an interview, then compare what got written.

Then teach the sequence: notes during, sorting by competency straight after, rating against the anchor, recommendation last. The interview scorecard template is the form, and evidence-based interview feedback is the method in full. If typing while listening is what new interviewers struggle with most, Interview Signal captures the conversation on their own computer, with no bot joining the call, and drafts the scorecard with the candidate's own words attached to each score.

From shadowing to interviewing alone

Training does not end in the session. The path to interviewing alone is short but it should be explicit, and the readiness call belongs to a named person.

1. Shadow one interview. They take notes and score, then compare with the lead interviewer's notes and ratings. Differences are discussed the same day.
2. Reverse shadow one interview. They run it, the experienced interviewer observes silently and scores independently. Feedback covers the questions, the probes, the notes and the close.
3. Ready when their ratings land within one point of the experienced interviewer's on the same evidence, their notes record what was said, and they covered their kit within the time.

The calibration session page has the detail on shadowing, drift reviews and what to do when the gap is not closing. For a candidate's sake, do not let someone reverse-shadow on a finalist interview: use an early-stage one.

Keep it current

Interviewer training goes stale quietly. Give one person the register and these triggers for a refresher:

• New role family or new competencies. Teach the anchors, not the process, in 20 minutes.
• Scores drifting. If everyone's average has moved toward 3, or nobody has given a 1 in six months, run a scoring practice.
• Evidence missing from scorecards. Audit ten real scorecards a quarter; if they read as adjectives, that is a training problem, not an attitude problem.
• A complaint or an awkward question in an interview. Fix it for everyone, not only the person involved.
• A change in law or policy, or a new tool in the process.
• Annual refresh of the legal section, with HR.

INTERVIEWER REGISTER
Name        Trained    Shadow    Reverse    Signed off   Refresher due
[name]      [date]     [date]    [date]     [owner]      [date]

The one-page cheat sheet

Give every interviewer this, and put it in the calendar invitation for their interviews.

BEFORE (10 min)
  Read the kit and your competencies. Read the resume once, then close it.
  Check the link, the room, any accommodation noted.

OPEN (90 seconds)
  "I'm [name], I do [role]. I'll ask about [areas] for about [minutes],
  I'll be taking notes, and we'll keep the last 10 minutes for your
  questions."

DURING
  Ask your planned questions in order. Probe: what did YOU do / what
  happened next / how did you know / what would you do differently.
  Write what was said, not what you concluded.
  Nothing personal: family, health, age, religion, origin, arrests.
  If they volunteer something personal: acknowledge, move on, do not
  write it down.
  Redirect: "That's helpful - I want to make sure we cover everything."

CLOSE (2 min)
  Answer their questions honestly, including the hard parts.
  "You'll hear from [name] by [day]." No hints.

AFTER (15 min, blocked)
  Sort notes by competency. Rate against the anchors. Evidence under
  every rating. "Not assessed" where you did not cover it.
  Submit before the debrief. Do not discuss with other interviewers first.

Rolling this out in a week

1. Day 1: list everyone who interviews, and mark who has had any training at all.
2. Day 2: confirm the legal section with HR and pin down your recording and consent rules.
3. Day 3: write one competency's questions and anchors properly, as the worked example for the session.
4. Day 4: run the 90-minute session with the first group; capture the scoring spread.
5. Day 5: put the checklist, the cheat sheet and the register somewhere everyone can find them, and book shadowing for the people who need it.

Then keep the register honest. The point of all of this is not the training session; it is that a candidate meeting the fourth interviewer of the week gets the same fair hearing as the first. The wider case for why each of these steps exists is in how to reduce bias in interviews, including the structure audit to run on a role once your interviewers are trained.