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People · 6 min · 15 April 2025

How we train a grader

Eight months, starting on the repair bench, and two of those months spent having your decisions overruled by somebody with nine years in.

Written by the RePallet USA yard team

Warehouse aisle lined on both sides with tall stacks of used wood pallets on a polished concrete floor, roof lights overhead
Inside the buildingThe sort aisle at half past seven. Graded stock on the left, waiting to be worked on the right.

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  • Written quotes, usually inside one business day
  • Loads from 100 pallets to full 53' trailers
  • We buy as readily as we sell — tell us which way it flows

We reply by email, so this needs to be a working address.

US or Canadian 10-digit number. Formats itself as you type.

Two-letter code or full name.

US ZIP (43217) or Canadian postal code (K1A 0B1).

Whole units, digits only.

No phone number required from us — we quote by email so you have the numbers in writing.

Warehouse interior with pallets sorted by type — natural wood, blue pooled units, black plastic and EPAL stamped stacks

Segregation

Sorted by type, not by convenience. Pooled units go back to the pool; plastic runs a separate stream entirely.

Grading is the most important job in this building and the hardest to hire for, because essentially nobody arrives with the skill. There is no course. There is no certification. There is a person, a sort deck, and about eight months.

This is how we do it, described in case it is useful to anyone else running a yard.

Start on the bench, not the deck

Nobody starts on the sort deck. New people start on the repair bench, taking pallets apart and putting them back together, for six to eight weeks.

The reason is that you cannot judge a pallet properly until you have dismantled a few hundred. You need to have felt how a cracked stringer behaves under a pry bar, seen how far a split runs once you open it up, and learned which breaks look bad and are trivial versus which look trivial and are structural.

People who skip this stage grade by appearance for years. People who do it start grading by structure almost immediately.

The overruling phase

Weeks eight to sixteen, roughly. The trainee grades, an experienced grader stands behind them, and every decision they disagree with gets called and explained.

This is unpleasant and it is the only method we have found that works. It is also the stage where we lose people, and we say so at interview — there is no point discovering in month three that someone finds being corrected intolerable.

The explanation matters as much as the correction. 'That is a B' teaches nothing. 'That is a B because there is a plug in the centre stringer, second nail from the end' builds the pattern.

Calibration, forever

Graders drift. Everyone does. Over months, a person's threshold for what counts as an acceptable split or an acceptable colour variation moves, usually in the direction of leniency when the yard is busy.

So we run calibration: a set of twenty units pulled and graded independently by everyone on the deck, quarterly, with the results compared. Disagreements get discussed as a group. It takes an hour and it is the single most effective quality process we have.

We also re-check about 2% of outbound stock. In 2024 that found a mis-grade in roughly one unit in 640. It is not zero and it will never be zero, and publishing the number keeps everyone honest, including us.

StageDurationWhat happens
Repair bench6–8 weeksDismantling and rebuilding; learning structure by hand
Shadow grading2–3 weeksWatching, calling grades aloud, no production pressure
Overruled grading8 weeksGrading for real with an experienced grader correcting
Supervised production8–12 weeksFull speed, periodic spot checks
IndependentFrom ~8 monthsQuarterly calibration, ongoing 2% re-check

What we look for at interview

  • Tolerance for being corrected. The single strongest predictor. We ask about it directly.
  • Comfort with repetition. Two and a half seconds a unit, four hundred an hour. Some people find that meditative and some find it unbearable, and both are legitimate.
  • Physical stamina. It is standing work, in a building that is cold in January even under a roof.
  • No pallet experience required. Almost nobody has any. We have hired from warehousing, from construction, from retail and from a bakery.

Why we bother

Because the alternative is grading by machine or grading by policy, and neither works. Vision systems can catch some defects and cannot yet make the four-way judgement a person makes in three seconds. Grading by policy — 'anything with a broken board is a B' — either throws away value or ships problems.

Median tenure here is a bit over five years, which in this trade is unusual. That is not an accident and it is not a perks programme. It is that the job is skilled, the skill is recognised, and the person who has been grading for nine years is treated as the expert they are.

Published 15 April 2025 in People. Written by the RePallet USA yard team in Columbus, Ohio. We correct posts when they turn out to be wrong and note the change rather than quietly editing.

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