Will AI replace Computer Numerically Controlled Tool Operators?

This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.

What does a score of 32 mean for a Computer Numerically Controlled Tool Operators?

It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 32 on a 0–100 exposure scale — in the second quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.

Which tasks in this role are most exposed to AI?

The highest-exposure tasks are: Transfer commands from servers to computer numerical control (CNC) modules, using computer network links. Exposure comes from the published, rubric-scored data release rather than being generated when you open this page.

Which parts of this job are most durable?

The most durable responsibilities are: Lift workpieces to machines manually or with hoists or cranes; Listen to machines during operation to detect sounds such as those made by dull cutting tools or excessive vibration, and adjust machines to compensate for problems; Mount, install, align, and secure tools, attachments, fixtures, and workpieces on machines, using hand tools and precision measuring instruments. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.

Is this score personalized to me?

No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.

Computer Numerically Controlled Tool Operators

Operate computer-controlled tools, machines, or robots to machine or process parts, tools, or other work pieces made of metal, plastic, wood, stone, or other materials. May also set up and maintain equipment.

Also known as: Aircraft Metals Technician · Automation Machine Operator · Automated Equipment Operator · Automated Cutting Machine Operator · CNC Machinist (Computer Numerical Control Machinist) · CNC Machinist (Computer Numerically Controlled Machinist)

AI Task Exposure Score

Moderate exposure

More exposed than 43% of 968 occupations · Rank #532 (1 = most exposed)

This score estimates how exposed the tasks in a role are to current and near-term AI capabilities. It does not predict whether a specific person will lose a job.

Your free role snapshot

Start with the work, not the headline

This occupation baseline already contains different kinds of work. These are the two ends of its current task range and one useful action you can take now.

Most exposed task

Transfer commands from servers to computer numerical control (CNC) modules, using computer network links.

Automatable 60/100 exposure

Most durable task

Lift workpieces to machines manually or with hoists or cranes.

Durable 8/100 exposure

Useful next step

Make one change to the task mix

Pilot AI on one augmentable task, then document the judgment, relationships, and accountability you still own.

Want this mapped to your actual week? Know what to strengthen, what to delegate to AI with review, and what to do over the next 7, 30, and 90 days.

Build my 7/30/90-day action plan — $9

Most exposed tasks

Highest structured exposure values in this role’s task mix — the work AI systems can already do most of.

Transfer commands from servers to computer numerical control (CNC) modules, using computer network links.60

Augmentable tasks

Work where AI assists rather than replaces — the productivity frontier of this role.

Calculate machine speed and feed ratios and the size and position of cuts.55
Write simple programs for computer-controlled machine tools.55
Implement changes to machine programs, and enter new specifications, using computers.50

Most durable tasks

Lowest exposure — typically judgment, relationships, physical presence, or accountability. This is the human moat.

Lift workpieces to machines manually or with hoists or cranes.8
Listen to machines during operation to detect sounds such as those made by dull cutting tools or excessive vibration, and adjust machines to compensate for problems.12
Mount, install, align, and secure tools, attachments, fixtures, and workpieces on machines, using hand tools and precision measuring instruments.15

Task exposure values and classifications are published, versioned estimates audited against the anchored rubric. This page reads them from the data release rather than generating them at request time. Bars show exposure contribution relative to this role’s task mix.

What this means

A score of 32 puts Computer Numerically Controlled Tool Operators in the second quartile of analyzed occupations. In practice, exposure this level is about the mix: 1 of 20 analyzed tasks lean automatable, 7 augmentable, and 12 durable. The useful question isn’t “will AI take this job” — it’s which tasks go first, which get faster, and where to reposition time. That’s what the personalized report maps against your actual week.

Lower-exposure adjacent roles

Shown only when the target is at least 10 points lower under the same score version and skill overlap is at least 50%. These are adjacent roles with lower task exposure — not guaranteed “safe careers”.

Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic

20 ▼ 12 pts lower

Skill overlap ≈ 64% · Related O*NET role; Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic is an adjacent path (High band).

Labor-market context

$50,690median wage
169,450employed
13,500annual openings
-10.7%projected growth

Context only — labor statistics are not inputs to the exposure score. See methodology.

Turn your actual week into a plan

Know which work to strengthen, what to delegate to AI with review, and what to do over the next 7, 30, and 90 days. Your $9 plan includes a confidence-rated personal score, task matrix, human moat, and only genuinely lower-exposure adjacent roles.

Build my 7/30/90-day action plan — $9

Related roles

Adjacent by skills or family — no exposure claim implied.

How this score was calculated

The score is the plain average of the AI-exposure values of this role’s 20 analyzed tasks (equal task weights in this release — no hidden factors):

Automatable 1 task, averaging 60/100 exposure
Augmentable 7 tasks, averaging 48/100 exposure
Durable 12 tasks, averaging 21/100 exposure

score = (1×60 + 7×48 + 12×21) ÷ 20 ≈ 32

Every task’s exposure value was scored against a published anchored rubric that scores tasks as actually performed — physical, in-person, and accountability requirements included (data release 2026.07.12-r2). The band (Moderate) is a corpus quartile; the percentile is tie-aware across all 968 occupations.

FAQ — Computer Numerically Controlled Tool Operators

Will AI replace Computer Numerically Controlled Tool Operators?: This score cannot predict whether this occupation or any individual job will be replaced. It shows which tasks current and near-term AI can perform or accelerate, which tasks remain more durable, and where a worker can adapt. Employer decisions, demand, regulation, and how the role changes are outside the score.
What does a score of 32 mean for a Computer Numerically Controlled Tool Operators?: It means that, weighted across the 20 tasks we analyzed for this role, the task mix sits at 32 on a 0–100 exposure scale — in the second quartile of analyzed occupations. It measures task exposure to current and near-term AI capabilities, not the probability of losing a job.
Which tasks in this role are most exposed to AI?: The highest-exposure tasks are: Transfer commands from servers to computer numerical control (CNC) modules, using computer network links. Exposure comes from the published, rubric-scored data release rather than being generated when you open this page.
Which parts of this job are most durable?: The most durable responsibilities are: Lift workpieces to machines manually or with hoists or cranes; Listen to machines during operation to detect sounds such as those made by dull cutting tools or excessive vibration, and adjust machines to compensate for problems; Mount, install, align, and secure tools, attachments, fixtures, and workpieces on machines, using hand tools and precision measuring instruments. Durable tasks typically depend on judgment, relationships, physical presence, or accountability.
Is this score personalized to me?: No — this page shows the occupation-level baseline. Two people with the same title often do different work. The $9 personalized report recalculates the score from the tasks you actually do and builds a concrete 7/30/90-day plan around them.

Score version jr-v1 · data release 2026.07.12-r2 · updated 2026-07-13 · baseline mapping: 20 of 20 tasks carry source-level provenance · methodology