Career card

Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

Also called: CNC Licensed Mill Operator (Computer Numerical Control Licensed Mill Operator), CNC Mill Operator (Computerized Numerical Control Mill Operator), Machine Operator, Mill Operator

Set up, operate, or tend milling or planing machines to mill, plane, shape, groove, or profile metal or plastic work pieces.

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Median pay BLS, 2025$52,800
Openings a year BLS, 2025–351,000
Typical education to start BLSHigh school diploma or equivalent
AI exposure BLS, Aug 2026 Moderate
Projected job growth BLS, 2025–35 -13.2%

What the data says: AI could halve the time on 2 of its 15 tasks, and jobs are projected to shrink 13.2% by 2035. How to think about this →

About this projection

BLS builds AI into its projections where the research supports it: “BLS generally applies adjustments based on this research conservatively, where there is convincing evidence for a change.”

It also notes a limit: “BLS projection methods are not designed to capture extremely rapid technological change.”

On its AI exposure groups, BLS says exposure “does not imply job loss.”

Recent conditions

  • In 2024, 3.5% of people in this work were unemployed, against 3.8% across all occupations Census ACS 2024, all workers in the Census group “Other metal workers and plastic workers”
  • From Sep 2025 to Aug 2026, 5.4 hires for every 10 job openings in durable goods manufacturing, which employs about 83% of people in this work, against 7.3 across all industries BLS JOLTS One box per opening, filled for each hire; hires beyond the openings are added in a lighter shade. Higher can mean openings get filled, or that people leave often; lower, that jobs go unfilled, or hiring is slow.

How to read these

Pay compared with all occupations BLS median wages Pays more than 39% of 825 occupations
lowest-paidhighest-paid

Median pay by state BLS OEWS May 2025, state estimates

$36k$86knot published

Median pay in every state
StateMedianMiddle half earnJobs
Alabama$35,760$34,750 to $42,550210
Arizona$48,760$47,840 to $59,200100
Arkansas$44,440$36,690 to $55,210160
California$59,050$47,600 to $75,6301,960
Colorado$53,780$47,360 to $58,620not published
Connecticut$79,300$47,700 to $81,600150
Florida$47,220$38,030 to $48,700140
Georgia$38,340$33,830 to $49,610120
Illinois$63,360$48,920 to $64,700570
Indiana$57,720$49,140 to $59,520590
Iowa$51,600$48,580 to $58,490140
Kentucky$66,440$55,880 to $68,670540
Maine$45,210$45,210 to $59,140120
Maryland$56,080$47,580 to $63,29050
Massachusetts$62,380$52,240 to $81,290not published
Michigan$48,400$43,510 to $57,530670
Minnesota$55,210$44,160 to $70,670220
Mississippi$39,100$39,090 to $51,540100
Missouri$47,680$36,150 to $57,280350
Nebraska$59,630$48,060 to $63,73070
Nevada$52,800$47,500 to $55,160120
New Hampshire$49,230$48,530 to $56,03050
New Jersey$50,530$46,510 to $57,460190
New York$56,560$47,110 to $81,030550
North Carolina$49,210$39,220 to $61,320280
Ohio$51,310$47,880 to $62,500610
Oklahoma$40,250$35,060 to $48,090160
Pennsylvania$47,690$45,860 to $58,460410
South Carolina$48,340$39,170 to $59,110120
Tennessee$43,710$33,650 to $46,6101,170
Texas$53,840$43,820 to $62,890510
Utah$46,580$36,840 to $46,600100
Virginia$56,410$46,410 to $64,49090
Washington$86,460$78,200 to $105,430240
West Virginia$45,440$41,120 to $56,510120
Wisconsin$58,770$48,170 to $62,520280

Nationally: $52,800. Shades run from the lowest state median to the highest; a territory below that range takes the lightest. How to read this

How AI touches the work

What AI could speed up, task by task, and where people already use it.

AI could halve the time on 2 of its 15 tasks

0 · AI alone could halve the time 2 · AI + software built on it could 13 · Not much
AI ratingIts main tasks Share of Claude conversations
May 2026
Not much Remove workpieces from machines, and check to ensure that they conform to specifications, using measuring instruments such as microscopes, gauges, calipers, and micrometers. Not published
Not much Verify alignment of workpieces on machines, using measuring instruments such as rules, gauges, or calipers. Not published
Not much Position and secure workpieces on machines, using holding devices, measuring instruments, hand tools, and hoists. Not published
Not much Move controls to set cutting specifications, to position cutting tools and workpieces in relation to each other, and to start machines. Not published
AI + software Record production output. Not published
Not much Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations. Not published
See all 15 tasks
Not much Replace worn tools, using hand tools, and sharpen dull tools, using bench grinders. Not published
Not much Observe milling or planing machine operation, and adjust controls to ensure conformance with specified tolerances. Not published
AI + software Select and install cutting tools and other accessories according to specifications, using hand tools or power tools. Not published
Not much Compute dimensions, tolerances, and angles of workpieces or machines according to specifications and knowledge of metal properties and shop mathematics. Not published
Not much Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics. Not published
Not much Move cutters or material manually or by turning handwheels, or engage automatic feeding mechanisms to mill workpieces to specifications. Not published
Not much Mount attachments and tools, such as pantographs, engravers, or routers, to perform other operations, such as drilling or boring. Not published
Not much Turn valves or pull levers to start and regulate the flow of coolant or lubricant to work areas. Not published
Not much Make templates or cutting tools. Not published

Ordered by how important O*NET's respondents rate each task (1 to 5) times the share who say it is part of their job. The ordering is ours. 0 of the 15 have a published share of Claude conversations; “not published” means too few conversations for Anthropic to publish a figure.

Where people already use AI

The tasks above say what AI could speed up. This shows what people are using it for. Its 15 tasks fall under 14 work activities that many occupations share, and Microsoft counted how often each one came up in 200,000 conversations with its Copilot assistant in 2024.

Tasks AI could speed up2 of 15 tasksEloundou et al. ratings (2023)
Its activities among the 50 people ask AI for help with most3 of 14 activities
  • #8 Read documents or materials to inform work processes
  • #37 Determine operational methods or procedures
  • #38 Select materials or equipment for operations or projects
Microsoft Copilot (2024), ranked among all 332 activities. The cut-off of 50 is ours.
Work activity This occupation's tasks under it People asked AI for help
in 10,000 conversations
AI did it for them
in 10,000 conversations
Position workpieces or materials on equipment 0.61#264 0.17#249
Adjust equipment to ensure adequate performance 20#57 4.31#101
Read documents or materials to inform work processes 197#8 47#28
Determine operational methods or procedures 45#37 22#46
Select materials or equipment for operations or projects 45#38 19#49
Measure physical characteristics of materials, products, or equipment 6.04#113 1.15#158
Maintain tools or equipment 4.47#136 1.04#167
Maintain operational records 2.92#170 0.49#209
Show all 14 activities
Assemble products or work aids 2.37#184 0.33#230
Repair tools or equipment 1.87#202 0.18#246
Monitor equipment operation 1.87#203 0.26#236
Position materials or components for assembly 1.64#208 0.45#213
Operate cutting or grinding equipment 0.54#267 0.01#321
Remove workpieces from production equipment 0.06#323 0.05#284
Task: AI alone Task: AI + software Task: not much #: rank among all 332 activities Microsoft measured (#1 = most common; activities that never came up share last place, shown as “tied”)
Where the two sources differ: “Position workpieces or materials on equipment” holds 1 task rated AI + software, yet people asked AI for help with it in 0.61 of every 10,000 conversations, #264 of 332.
How to read this

Work activities come from O*NET, which links every task to the broader activities it involves. Microsoft's figures are for the activity across everyone who used Copilot, not for milling and planing machine setters, operators, and tenders, metal and plastic specifically. Copilot is a general chat assistant; dedicated coding tools are not included, so programming help is under-counted here. Activities are listed by how many of this occupation's tasks fall under them.

The task ratings say whether AI could halve the time a task takes: on its own (“AI alone”), or with software built on it (“AI + software”). They were made by people in 2023 (Eloundou et al.). Claude's share is the task's share of all Claude.ai conversations in May 2026; Anthropic doesn't publish a task with too few conversations. None of these add up to the BLS exposure group, which combines five research measures.

More in the Guide: task ratings · task order · work activities · Copilot figures · Claude

High exposure doesn't mean fewer jobs

BLS projects most occupations in its two most exposed groups to grow: 141 of 206 rated Very high and 165 of 206 rated High. Each dot is one of the 831 occupations BLS rates.

AI exposure and projected job growth, 831 occupationsLow exposure: 134 of 213 occupations projected to grow. Moderate exposure: 151 of 206 occupations projected to grow. High exposure: 165 of 206 occupations projected to grow. Very high exposure: 141 of 206 occupations projected to grow.-20%-15%-10%-5%0%+5%+10%+15%+20%+25%Low134 of 213 growingModerate151 of 206 growingHigh165 of 206 growingVery high141 of 206 growing11 occupations outside −20% to +25% are drawn at the edge. Click a dot to see that occupation.Milling and planing machine setters, operators, and tenders, metal and plastic: -13.2%Milling and Planing Machine Setters, Operators, and Tenders, Metal and PlasticAI exposure and projected job growth, 831 occupationsLow exposure: 134 of 213 occupations projected to grow. Moderate exposure: 151 of 206 occupations projected to grow. High exposure: 165 of 206 occupations projected to grow. Very high exposure: 141 of 206 occupations projected to grow.-20%-15%-10%-5%0%+5%+10%+15%+20%+25%Low134 of 213Moderate151 of 206High165 of 206Very high141 of 20611 occupations outside −20% to +25% are drawn at the edge. Tap a dot.Milling and planing machine setters, operators, and tenders, metal and plastic: -13.2%Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

Career moves into and out of this occupation

From moves between occupations found in online resumes, 2002–2016. Career changes only: a first job after school isn't a move.

Where people moved next

of 1,926 moves out

  1. 1 Heavy and Tractor-Trailer Truck Drivers Moderate +3.8% 8%
  2. 2 Production Workers, All Other (2010 group) an older group BLS has since split; no exposure group today 7%
  3. 3 Laborers and Freight, Stock, and Material Movers, Hand Low +1.8% 4%
  4. 4 Welders, Cutters, Solderers, and Brazers Low +2.4% 4%
  5. 5 Machinists Moderate +1.0% 4%

Where people moved in from

of 1,984 moves in

  1. 1 Production Workers, All Other (2010 group) an older group BLS has since split; no exposure group today 18%
  2. 2 Heavy and Tractor-Trailer Truck Drivers Moderate +3.8% 6%
  3. 3 Welders, Cutters, Solderers, and Brazers Low +2.4% 5%
  4. 4 Machinists Moderate +1.0% 4%
  5. 5 Laborers and Freight, Stock, and Material Movers, Hand Low +1.8% 4%

Resumes over-represent younger, white-collar job-seekers and moves into management. Schubert, Stansbury and Taska (resume data).

Education and training for the occupation

Education people in it hold

O*NET survey of workers in this occupation

  • 10% less than high school
  • 47% high school
  • 15% postsecondary certificate
  • 9% some college
  • 19% bachelor's

O*NET 31.0 survey of workers in this occupation · 20 people answered.

Census survey (American Community Survey)

  • 14% less than high school
  • 52% high school
  • 21% some college
  • 8% associate's
  • 4% bachelor's
  • 1% master's

Census ACS 2024, all workers in the Census group “Other metal workers and plastic workers” · 3,391 people surveyed.

Why the two can differ

O*NET asks about 20 people in each occupation, which makes its shares uncertain, but it reports the exact occupation and counts certificates. The Census survey reaches thousands, but it groups some occupations together and counts degrees only. More in the Guide

Median pay by highest degree full-time, year-round · Census ACS 2024, all workers in the Census group “Other metal workers and plastic workers”

Programs that prepare people for it (NCES)
1 program: Machine Tool Technology/Machinist.

Jobs that require a credential BLS Occupational Requirements Survey 2023

8.5% this occupation

45.3% all occupations

By kindThis occupationAll occupations
a license<0.5%19.1%
an educational certificate<0.5%2.8%
a certificationnot published

Share of jobs whose employer requires it. BLS doesn't say which credential. How to read this

Look up certifications, training and licenses U.S. Department of Labor

  • Certification Finder ↗ certifications CareerOneStop lists for this occupation
  • Training Finder ↗ schools and programs, nationwide; narrow the place there
  • License Finder ↗ licenses by state
  • Apprenticeship Finder ↗ DOL lists 3 registered apprenticeships in this occupation (CNC OPERATOR - MILLING; MILLING MACHINE SET-UP OPERATOR; PANTOGRAPH-MACHINE SET-UP OPER). Apprenticeship.gov can't be linked to one occupation, so search for “Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic” there.

These open in a new tab and send only the occupation's public code. More in the Guide

See where your own career could go Start by uploading your resume Browse careers

BLS AI exposure categories (Aug 2026) · BLS Employment Projections 2025–35 · O*NET 31.0 · Task ratings: Eloundou et al., Science (2024) · Microsoft "Working with AI" v1.1 · Anthropic Economic Index (2026-06-26) · Schubert, Stansbury and Taska · NCES CIP–SOC · Census ACS 2024 · BLS JOLTS

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