Shigoto Zukan
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Will AI replace Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic?AI replacement risk 42% and how the work is changing

United States Manufacturing & Repair Confidence ★★★★★

Median annual pay
$52,800
25th–75th pct. $45,210–$64,900
Top pay (est.)
$105,300
Top 10% $81,030
Pay in 5 years
$59,000est.
2031
Pay in 10 years
$66,000est.
$56,800–$76,700
Outlook score
35/100
★★☆☆☆ Below average
AI replacement risk
42%
Moderate
Job growth (10 yr)
−13.2%
1,000 openings / yr

Will AI replace Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic? AI replacement risk

42%
Moderate
Ranked #399 safest from AI among all U.S. occupations
Very lowLowModerateHighVery high

How AI is changing this job

A written analysis for this occupation is being prepared.

AI replacement risk compares the parts of a job that are easy to hand to AI or software (processing information, documentation, repetitive computer work) with the parts that are hard to automate (physical work, working closely with people, judgment in unpredictable settings), using O*NET work activities, work context, skills and knowledge. The result is a relative position among all occupations in the country, scaled to 0–100%. Methodology →

Skills, education and requirements for Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic

Key skills

Operations Monitoring
3.9
Operation and Control
3.2
Monitoring
3.1
Quality Control Analysis
3.0
Critical Thinking
3.0
Active Listening
2.9
Troubleshooting
2.8
Reading Comprehension
2.8

O*NET skill level ratings (0–7).

Key knowledge areas

Mechanical
4.3
Production and Processing
4.0
Computers and Electronics
3.8
Mathematics
3.7
Engineering and Technology
3.7
Administration and Management
3.3
Education and Training
3.3
Design
3.1

What the work involves

Controlling Machines and ProcessesHandling and Moving ObjectsMaking Decisions and Solving ProblemsMonitoring Processes, Materials, or SurroundingsUpdating and Using Relevant KnowledgeInspecting Equipment, Structures, or MaterialsProcessing InformationRepairing and Maintaining Mechanical Equipment

Important abilities

Control PrecisionArm-Hand SteadinessReaction TimeManual DexterityOral ComprehensionNear Vision

Education of workers

High school diploma
47%
Bachelor's degree
19%
Post-secondary certificate
15%
Less than high school
10%
Some college
9%

Training before entry

3–6 months
26%
6–12 months
21%
1–2 years
18%
None / short demo
17%
Up to 1 month
11%
2–4 years
5%
1–3 months
1%
4–10 years
1%

Related work experience

1–2 years
20%
None
17%
6–8 years
13%
Over 10 years
11%
8–10 years
11%
4–6 years
9%
2–4 years
9%
3–6 months
8%
6–12 months
2%

Job Zone 2 — some preparation needed (O*NET)

Difficulty of entry: ★★☆☆☆ Fairly easy (from education, training, experience and Job Zone)

Pay and employment figures are national statistics. Projected pay, outlook scores and AI replacement risk are estimates from the Shigoto Zukan model, not guarantees. To request a correction, use the contact form. How to read the data
Sources: BLS OEWS May 2025; BLS Employment Projections 2025–35; O*NET 31.0 Database by USDOL/ETA (CC BY 4.0), modified by Shigoto Zukan. Pay ranges, projections and scores are Shigoto Zukan estimates.