OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
The robots can help. They can’t replace the room you read.
31% 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
- Maintain equipment logs that record performance problems, repairs, calibrations, or tests
- Enter information into computer to copy program or to draw, modify, or store schematics, applying knowledge of software package used
- Develop or modify industrial electronic devices, circuits, or equipment, according to available specifications
- Sign overhaul documents for equipment replaced or repaired
- Determine feasibility of using standardized equipment or develop specifications for equipment required to perform additional functions
WHAT IT STILL CAN’T
- Test faulty equipment to diagnose malfunctions, using test equipment or software, and applying knowledge of the functional operation of electronic units and systems
- Set up and test industrial equipment to ensure that it functions properly
- Inspect components of industrial equipment for accurate assembly and installation or for defects, such as loose connections or frayed wires
- Install repaired equipment in various settings, such as industrial or military establishments
- Operate equipment to demonstrate proper use or to analyze malfunctions
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 31% 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