OBSERVED IN REAL USE · Anthropic 2026
0%
of this role’s work is already showing up in real Claude usage (Anthropic Economic Index).
Lightly singed at worst. Carry on.
23% 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 processing, production, and inspection information and reports
- Study work orders, instructions, formulas, and processing charts to determine specifications and sequence of operations
- Calculate etching time based on thickness of material to be removed from wafers or crystals
- Monitor operation and adjust controls of processing machines and equipment to produce compositions with specific electronic properties, using computer terminals
- Inspect materials, components, or products for surface defects and measure circuitry, using electronic test equipment, precision measuring instruments, microscope, and standard procedures
WHAT IT STILL CAN’T
- Manipulate valves, switches, and buttons, or key commands into control panels to start semiconductor processing cycles
- Clean semiconductor wafers using cleaning equipment, such as chemical baths, automatic wafer cleaners, or blow-off wands
- Load and unload equipment chambers and transport finished product to storage or to area for further processing
- Clean and maintain equipment, including replacing etching and rinsing solutions and cleaning bath containers and work area
- Place semiconductor wafers in processing containers or equipment holders, using vacuum wand or tweezers
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 23% 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