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Screening resumes fairly with a rubric

by DuckyHelperNov 12, 20264 min read
Getting work done

TL;DR:

  • Write the criteria and scoring before you open a single resume.

  • Score every resume against the same rubric, in the same order, without looking at details that do not matter for the job.

  • Use the total to decide who to talk to, then check the results for patterns you did not intend.

You have forty resumes and an hour. Without a plan, the first ten get careful attention, the later ones get skimmed, and the decision leans on whatever you noticed first: a familiar school, a nice layout, a name that sounds like someone you know.

A rubric makes the same questions apply to everyone. You can build one in a spreadsheet or a plain table in a document. It does not remove judgment, but it makes judgment visible and repeatable.

Why write the criteria first

If you set criteria after reading, you tend to pick the ones the first strong resume happens to meet. Writing them before you read keeps the standard tied to the job, not to the people in front of you.

Base the criteria on the job post: the must-haves and the outcomes. If you cannot link a criterion to the work, drop it.

Build the rubric in four steps

  1. Pick five criteria: Choose things that predict doing the job and that a resume can show. Fewer is clearer. Each should be something you could explain to the candidate.

  2. Define each score: For each criterion write what a 0, 1 and 2 look like in plain words. Vague labels like "good" cause drift.

  3. Decide what to ignore: List details that will not influence the score, such as name, photo, age, address and the prestige of a school. Where you can, remove them from the copy you read.

  4. Score in a fixed order: Score one criterion for all resumes, then the next, rather than finishing one resume at a time. It keeps your standard steady and stops one great answer from coloring the rest.

Worked example: a five-point rubric for one role

Take the support specialist role. Each criterion is scored 0, 1 or 2, so the total runs from 0 to 10. The criteria and candidates are made up.

Criterion

0

1

2

Clear writing

Many errors or hard to follow

Understandable

Clear, well organized

Work with customers or the public

None shown

Some, briefly described

Specific examples of helping people

Learns tools quickly

No sign

Mentions learning one

Learned several, with examples

Reliability

Frequent short stints with no explanation

Mixed

Steady commitments or clear reasons

Fit with hours and location

Cannot meet them

Unclear

Meets them

The rubric. The scores come from the written definitions, not from a general impression.

Now score two resumes. Candidate A: writing 2, customers 1, tools 2, reliability 1, hours 2. Total: 2 + 1 + 2 + 1 + 2 = 8. Candidate B: writing 1, customers 2, tools 1, reliability 2, hours 2. Total: 1 + 2 + 1 + 2 + 2 = 8.

They tie at 8 out of 10. The rubric did its job: it showed two different strengths. Decide the tie by looking at the criterion that matters most for the first months, and write down why, so the reason does not change by candidate.

Note: A score is a way to sort and to start a conversation. It is not a verdict. Where a score surprises you, go back and re-read the resume.

Check for bias before you send anyone a no

  • Were all resumes scored in the same order and with the same definitions?

  • Did anything outside the rubric nudge a score? If so, adjust it.

  • Look at who made the shortlist. If the pool looks narrower than the applicants did, ask whether a criterion or a wording is filtering for something you do not need.

  • Have someone else score a few resumes independently and compare. Disagreements usually point to a vague definition.

Legal rules about hiring differ from place to place, and this article is not legal advice. If you are unsure, ask your HR contact or an adviser.

Mistakes to avoid

  • Changing the criteria halfway through to fit a favorite.

  • Counting years of experience when the job needs a skill.

  • Treating a gap or a career change as a flaw by default.

  • Throwing the rubric away for the last few resumes because you are tired.

Keep a record you could explain

Store each score and a one-line reason next to it. If a colleague or a candidate asks later why someone moved forward, you can answer from the sheet instead of from memory. The reason column also catches you when a note says something that is not in the rubric.

When the hiring round ends, look at the rubric again. Which criteria separated the people who did well from those who did not? Keep what worked and rewrite what was vague before the next round.

Doing it faster

A sheet with one row per candidate and one column per criterion makes totals automatic, using a formula such as =SUM(B2:F2). You can also ask DuckyHelper, which sees your screen, to explain a spreadsheet formula out loud while you work. It is only a helper; you do the scoring.

Frequently asked questions

Should I give criteria different weights?

Equal weights are a good start. If one criterion matters twice as much, multiply that column by 2 and write the reason down.

Can I skip the rubric for a small number of resumes?

With five resumes you can still use one. The benefit is not speed; it is that you can explain every decision later.

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