COOKED
The core loop — load fabric, set blade height and marker layout, run the cut, inspect pieces, clear scrap — is exactly what computer-controlled cutting tables and automated spreaders were built to do, and nesting software already optimizes marker layout better than hand placement. What holds the job in place is not AI difficulty but capital cost: handling limp, stretchy, slippery goods and re-threading a misfeed remains awkward for machines, so plants keep humans on the floor. Employment is already small (9,000) and shrinking with domestic apparel volume, so displacement here looks like plants consolidating onto CNC tables rather than a sudden AI event.
Mixed — a routine tier and a judgment tier. A 9 reflects the split inside the shift: the cutting itself — marker nesting, blade path, ply depth on a CNC table — is already software's job, but spreading limp knit goods without bowing the grain, unrolling and matching stripes or plaid across plies, and clearing a jam mid-cut still need hands, which is why the score sits above the fully-automatable band rather than at 14.
Some physical or field component. You are standing at a 30-foot table lifting bolt rolls, sweeping vacuum-held plies flat, bundling and tying cut parts, and swapping blades or dies — real physical work, but in a lit, climate-stable cutting room with fixed equipment and known material, not a job site or a moving vehicle, which is what keeps it at 12 instead of 17.
No licence, no signature requirement. There is no cutting-operator licence anywhere in the US; a plant can put someone on the table the week they are hired, and the OSHA machine-guarding and lockout/tagout duties under 29 CFR 1910.212 and 1910.147 land on the employer, not on you personally — hence a 1.
Anonymous artifact production. The buyer of the finished garment never learns who cut the panels; your output is bundled, ticketed by size and lot, and passed to sewing, so the only relationship that matters is with the floor supervisor who checks your yield — that internal familiarity is why it is 2 and not 0.
Executes defined procedures on defined inputs. The calls you make — how many plies to stack, when a blade is dull, whether a flaw gets spliced around — are real but bounded by the marker, the spec sheet, and the tolerance the plant already set, and a wrong call costs fabric yardage rather than anyone's safety or a contract, which places this at 4.
Machinists EXPOSED
Has AI actually changed your work?