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Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic

Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic score 16 out of 100, which is low exposure to AI. That ranks #676 of 923 US occupations, where #1 is the most exposed. Of the 16 tasks in this job, AI could speed up 2 on its own and 1 more with extra software built on top of it. None of its tasks showed up in real AI use in April–May 2026.

16/ 100
Low
Rank
#676of 923 jobs
US workers
16,710BLS, May 2025
Median pay
$50,620a year
In real AI use
0 of 16tasks, April–May 2026

Task by task

Each task this job involves, as listed by O*NET, rated on whether a large language model like GPT-4 could cut the time it takes by at least half at the same quality. Tasks marked Seen in real AI use appeared in conversations with Claude in April–May 2026 (Anthropic Economic Index).

  • AI can speed this up on its own: 2 (13%)
  • AI can speed this up with extra software: 1 (6%)
  • Little or no AI speed-up: 13 (81%)
  • Select cutting tools and tooling instructions, according to written specifications or knowledge of metal properties and shop mathematics.AI can speed this up on its own · core task
  • Compute unspecified dimensions and machine settings, using knowledge of metal properties and shop mathematics.AI can speed this up on its own · core task
  • Study blueprints, layouts or charts, and job orders for information on specifications and tooling instructions, and to determine material requirements and operational sequences.AI can speed this up with extra software · core task
  • Adjust machine controls and change tool settings to keep dimensions within specified tolerances.Little or no AI speed-up · core task
  • Replace worn tools, and sharpen dull cutting tools and dies, using bench grinders or cutter-grinding machines.Little or no AI speed-up · core task
  • Inspect sample workpieces to verify conformance with specifications, using instruments such as gauges, micrometers, and dial indicators.Little or no AI speed-up · core task
  • Start lathe or turning machines and observe operations to ensure that specifications are met.Little or no AI speed-up · core task
  • Position, secure, and align cutting tools in toolholders on machines, using hand tools, and verify their positions with measuring instruments.Little or no AI speed-up · core task
  • Crank machines through cycles, stopping to adjust tool positions and machine controls to ensure specified timing, clearances, and tolerances.Little or no AI speed-up · core task
  • Move controls to set cutting speeds and depths and feed rates, and to position tools in relation to workpieces.Little or no AI speed-up · core task
  • Refill, change, and monitor the level of fluids, such as oil and coolant, in machines.Little or no AI speed-up · core task
  • Install holding fixtures, cams, gears, and stops to control stock and tool movement, using hand tools, power tools, and measuring instruments.Little or no AI speed-up · core task
  • Lift metal stock or workpieces manually or using hoists, and position and secure them in machines, using fasteners and hand tools.Little or no AI speed-up · core task
  • Move toolholders manually or by turning handwheels, or engage automatic feeding mechanisms to feed tools to and along workpieces.Little or no AI speed-up · core task
  • Turn valve handles to direct the flow of coolant onto work areas or to coat disks with spinning compounds.Little or no AI speed-up · core task
  • Mount attachments, such as relieving or tracing attachments, to perform operations, such as duplicating contours of templates or trimming workpieces.Little or no AI speed-up · supplemental task

Questions about lathe and turning machine tool setters, operators, and tenders, metal and plastic and AI

Will AI replace lathe and turning machine tool setters, operators, and tenders, metal and plastic?

Unlikely. Most of the work is hard for today's AI to speed up. Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic score 16 out of 100 (low exposure), #676 of 923 US jobs. AI could speed up 3 of the job's 16 tasks, 2 of them on its own, while 13 see little or no speed-up. Exposure means the work is likely to change, not that the job will disappear.

Which lathe and turning machine tool setters, operators, and tenders, metal and plastic tasks can AI do?

The most exposed tasks include "Select cutting tools and tooling instructions, according to written specifications or knowledge of metal properties and shop mathematics"; "Compute unspecified dimensions and machine settings, using knowledge of metal properties and shop mathematics".

Which lathe and turning machine tool setters, operators, and tenders, metal and plastic tasks are hardest for AI?

Tasks with little or no AI speed-up include "Adjust machine controls and change tool settings to keep dimensions within specified tolerances"; "Replace worn tools, and sharpen dull cutting tools and dies, using bench grinders or cutter-grinding machines"; "Inspect sample workpieces to verify conformance with specifications, using instruments such as gauges, micrometers, and dial indicators".

Are people already using AI for this work?

Not much yet. None of the job's tasks showed up in real conversations with Claude in April–May 2026, according to the Anthropic Economic Index.

How many people work as lathe and turning machine tool setters, operators, and tenders, metal and plastic, and what do they earn?

About 16,710 people in the US, with median pay of $50,620 a year (BLS, May 2025).

How to read this score. Exposure measures how much of the work AI could speed up, not whether the job will disappear. A highly exposed job can change shape, with people spending less time on routine tasks and more on the rest. The score counts tasks AI can speed up on its own in full, and tasks that need extra software at half weight.

The ratings come from published research based on GPT-4 (2023). To show what's happening now, each task is also checked against the latest Anthropic Economic Index, which records which tasks people actually use AI for. That data is refreshed automatically when Anthropic publishes a new release. Read the full method.

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