OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Mostly fireproof. AI hands you the paperwork and steps back.
29% of this role’s O*NET tasks are within reach of today’s AI. That is the core-weighted exposure score from Eloundou et al. 2023 (“GPTs are GPTs”). It measures a capability ceiling, not a headcount forecast. Mostly safe. AI helps around the edges, but the job stays human.
WHAT AI CAN ALREADY DO
- Document quantity, quality, type, weight, test result data, and value of materials or products to maintain shipping, receiving, and production records and files
- Maintain financial records, such as accounts of daily collections and billings, and records of receipts issued
- Compute product totals and charges for shipments
- Prepare measurement tables and conversion charts, using standard formulas
- Operate scalehouse computers to obtain weight information about incoming shipments such as those from waste haulers
WHAT IT STILL CAN’T
- Weigh or measure materials, equipment, or products to maintain relevant records, using volume meters, scales, rules, or calipers
- Collect or prepare measurement, weight, or identification labels and attach them to products
- Examine products or materials, parts, subassemblies, and packaging for damage, defects, or shortages, using specification sheets, gauges, and standards charts
- Collect product samples and prepare them for laboratory analysis or testing
- Maintain, monitor, and clean work areas, such as recycling collection sites, drop boxes, counters and windows, and areas around scale houses
THE HONEST PART. A percentage is not a pink slip. High exposure usually means a role shrinks and shifts toward judgment, direction and responsibility: the parts a model can’t sign its name to. Exposure ≠ displacement. Breathe.
"My job is 29% cooked. What’s yours?"
SOURCES: O*NET 30.3 occupational tasks · Eloundou et al. 2023 (“GPTs are GPTs”,
arXiv:2303.10130) · Anthropic Economic Index 2026 (CC-BY) |
how this is calculated |
last updated 2026-07-16