When you complete an interview feedback form, you'll often be asked to rate candidates across key qualification areas, like Safety, Leadership, or Risk Mitigation, using a scale like:

  • Fully Qualified
  • Qualified but Requires Training
  • Unqualified
  • Did Not Assess

These options may seem simple, but how you apply them directly impacts hiring decisions, onboarding plans, and candidate success. Here's how to use the scale with clarity, and why your judgment matters after the interview ends.

Fully Qualified

The candidate has direct, recent, and relevant experience. You trust them to succeed independently with minimal ramp-up.

Use this when:

  • The candidate clearly explained their ownership in similar situations.
  • They showed fluency and decision-making appropriate to this role and scope.
  • You would feel confident plugging them in with limited guidance.

Example (Leadership & Influence):

“Shared how they rebuilt morale and accountability after a team turnover, tied actions to outcomes and handled resistance directly.”

Qualified but Requires Training

The candidate has partial experience, aptitude, or transferable skills, but isn't ready to fly solo yet.

Use this when:

  • They've touched the work, but not at full scale or complexity.
  • There's a skill or knowledge gap, but it seems coachable.
  • They're self-aware and open to development.

Example (Hazard Identification):

“Participated in job hazard analyses but has not led one, demonstrated general awareness but would need mentoring.”

Unqualified

The candidate lacks the necessary experience or insight, or gave responses that suggest significant risk in this area.

Use this when:

  • They misunderstood the question or answered off-topic.
  • Their examples were outdated, irrelevant, or theoretical.
  • You'd be uncomfortable assigning them responsibility in this domain.

Example (Incident Investigation):

“Couldn't describe a specific investigation, offered vague comments about reporting issues to the superintendent.”

Did Not Assess

You didn't cover this area, or didn't get a clear enough signal to rate it.

Use this when:

  • It wasn't your focus area in the interview.
  • The topic didn't naturally surface.
  • You don't want to guess or assume.

Pro tip: A “Did Not Assess” tells your team what to follow up on, it's more valuable than a half-informed guess.

Why These Ratings Aren't Just for Hiring Decisions

Your Ratings Inform Onboarding Strategy

When you mark a candidate as “Qualified but Requires Training,” you're not just pointing out a weakness, you're identifying an investment requirement. That rating should be treated like a budget signal:

If we hire this person, we need to plan X hours of coaching or training in Y area within the first 90 days.

Good Hires Often Fail from Lack of Support

Many companies hire great people but fail to measure and deliver the required support. A missed ramp-up plan creates preventable failure. Your feedback is the first building block of retention.

Training = Cost. Own the Tradeoff.

Stretch hires are fine, but only if hiring managers understand what success will cost. Your feedback should help the team answer:

  • What does this person need to succeed?
  • Do we have the time, resources, or team maturity to support them?

The Goal: Potential + Plan

Don't look for perfection. Look for sufficient signal, then name the path to productivity. Great teams can turn “almost ready” into high-performers, if they know what's needed.

Final Tips for Interviewers

  • Anchor ratings in evidence, not feelings. Use quotes or examples.
  • Avoid inflation, “Qualified but Needs Training” is not a negative mark; it's a roadmap.
  • Don't overrate “likability”, stick to role-relevant behaviors.
  • If unsure, leave it as “Did Not Assess” and flag it for another round.

In This Series

  1. Why written feedback has to come before the debrief

    The most confident voice in a debrief overwrites everyone else’s read. Require written feedback before anyone talks, and the same forms become the spine of the conversation.

  2. Eliminating Interview Groupthink

    Interview groupthink starts the second the debrief opens and the senior voice anchors the verdict. The AIM restores independent judgment before the panel converges.

  3. A Disciplined Interview Feedback System

    Record each interviewer's score before any debrief and you eliminate the loudest-voice problem. Comparing those scores to actual performance over time is how you improve your interviewers.

  4. Interview Ratings Don't End at the Interview You are here

    The four-point feedback scale requires behavioral evidence. Vague ratings like 'seems like a good leader' are impressions, not data, and don't survive group review.

  5. 40 Post-Interview Questions That Matter

    Post-interview gut feel is unreliable. These 40 reflection questions give teams a structured way to assess candidates on skills, fit, and leadership.

  6. Reflect Before You Hire

    Before extending an offer, ask whether the candidate showed they can handle the specific scope they're walking into. Impression isn't the test.

  7. 7 Things to Confirm Before You Send the Offer Letter

    Bad hires fail across seven dimensions: ability, attitude, accountability, alignment, ambition, affect, application. Know which one before the offer letter goes out.

  8. Cut Late Without Guilt

    A late disqualification isn't a failure. It's proof the process worked. Sunk cost thinking and frustration are what turn a defensible call into a bad hire.

Questions, answered

The short version.

What do the four interview rating levels mean?
Fully Qualified means direct, recent, relevant experience you would trust to succeed independently. Qualified but Requires Training means partial or transferable experience with a coachable gap. Unqualified means the candidate lacks the experience or gave answers suggesting significant risk. Did Not Assess means you did not cover the area or did not get a clear signal. These four levels are the core of a disciplined interview feedback system.
When should an interviewer mark 'Did Not Assess'?
When the area was not your focus, the topic never surfaced naturally, or the signal was too weak to rate honestly. An honest Did Not Assess tells your team exactly what to follow up on, which is more valuable than a half-informed guess.
How do interview ratings affect onboarding?
A Qualified but Requires Training rating is a budget signal, not just a weakness note: it defines how many hours of coaching or training the hire needs in a given area within the first 90 days. Many good hires fail from missing support, so the rating is the first building block of retention and a real landing plan.
Should I rate a likable candidate higher?
No. Anchor ratings in evidence, using quotes and specific examples, and stick to role-relevant behaviors instead of likability and first impressions. Avoid inflation too: Qualified but Needs Training is not a negative mark, it is a roadmap.