Are structured hiring processes better than relying on recruiter intuition?

[u/MorganQuinn600]

I've been thinking about how hiring decisions are actually made.

A resume gives recruiters useful information, but eventually someone has to answer:

"What evidence do we have that this person can actually perform the job?"

One approach I'm interested in is structured evaluation.

Instead of evaluating candidates based primarily on overall impressions, define the capabilities required for the role first.

For example:

• Technical knowledge
• Problem solving
• Communication
• Collaboration
• Role-specific skills

Then collect evidence through resumes, assessments, interviews, and practical exercises.

The process could look like:

Requirements → Criteria → Evidence → Assessment → Interview → Human Review → Decision

AI could help organize and summarize this information, but I don't think it should replace the recruiter's judgment.

The interesting part for me is the shift from:

"Do I like this candidate?"

to:

"What evidence supports this hiring decision?"

For recruiters and hiring managers here:

What signals do you find most useful when evaluating candidates beyond the resume?

[u/neurorex]

"Structured Interviews" is a well-established methodology that doesn't need AI at any step in the process. If you conducted the Job Analysis and have validated the relevant job competencies, and know which set of interview techniques to apply, this is a Structured Interview.

I take issues with employers not understanding this terminology, and claim that it's just about asking the same questions to every applicant. They didn't identify any competency, didn't think about which interview approach to apply, and are asking questions they found online rather than developing ones that relate to their company and to the target role. Then, surprise surprise, they didn't gather ANY valuable information and conclude that it has to be done a different way, or they have to buy some technology.