HUMANPLACE

Occupation

Grinding and Polishing Workers, Hand

Grind, sand, or polish, using hand tools or hand-held power tools, a variety of metal, wood, stone, clay, plastic, or glass objects. Includes chippers, buffers, and finishers.

36 AI exposure
50 Human advantage
35 Market demand
42 AI leverage

Is Grinding and Polishing Workers, Hand a safe career from AI?

Grinding and Polishing Workers, Hand scores 36 out of 100 for AI exposure, which is low. Most of what this job involves is not the kind of task current AI systems are good at, largely because it happens in a physical place rather than on a screen.

Its human advantage score is 50. There is a real physical and in-person component to this work, alongside a good deal that could be done from anywhere. Market demand scores 35 out of 100, combining how many of these jobs exist with where that number is heading. The Bureau of Labor Statistics projects employment falling 19.2% over ten years.

What Grinding and Polishing Workers, Hand pay

The median wage is $41,690 a year. The lower quarter earns under $36,660 and the upper quarter over $48,410. About 11,850 people do this work in the United States.

Where Grinding and Polishing Workers, Hand can go next

Occupations that share most of what this job already requires, ranked by how much carries over.

Stationary Engineers and Boiler Operators 85% of the skills carry over $75k median
Crane and Tower Operators 85% of the skills carry over $66k median
Aircraft Mechanics and Service Technicians 79% of the skills carry over $79k median

Thinking about moving out of Grinding and Polishing Workers, Hand?

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Where this comes from

Work content and transitions from O*NET, the US Department of Labor's occupational database. Wages and employment projections from the Bureau of Labor Statistics. AI exposure from published research measuring which occupations current AI capabilities overlap with. None of it is a forecast, and none of these numbers are ours: they are public data, put next to each other.

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