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On this pageHow it connectsIn the official classificationWhat O*NET rates highestEach task in O*NET's termsOur task judgementsSources and rules
Occupations›Machinist / CNC machinist›Ontology

Machinist / CNC machinist — skills, knowledge and links

Where this job sits in the official classifications, what those classifications say it demands, and what it connects to. Every block names its source: our own judgements, the U.S. Department of Labor's O*NET, or the U.S. Department of Education.

How it connects#

Degrees that lead here
—
MachinistO*NET 51-4041.00O*NET 51-9161.00O*NET 51-9162.00
Related occupations on this site (O*NET)
WelderO*NET 31.0Drafter / CAD technicianO*NET 31.0

O*NET also lists (no page here yet): Computer Numerically Controlled Tool Operators · Milling and Planing Machine Setters, Operators, and Tenders, Metal and Plastic · Tool and Die Makers · Lathe and Turning Machine Tool Setters, Operators, and Tenders, Metal and Plastic · Computer Numerically Controlled Tool Programmers · Multiple Machine Tool Setters, Operators, and Tenders, Metal and Plastic · Aircraft Structure, Surfaces, Rigging, and Systems Assemblers · Tool Grinders, Filers, and Sharpeners

In the official classification#

O*NET-SOC 51-4041.00 · O*NET 31.0

Machinists

Fit with this page: same job

Job Zone 3: medium preparation

See it on O*NET OnLine ↗
O*NET-SOC 51-9161.00 · O*NET 31.0

Computer Numerically Controlled Tool Operators

Fit with this page: covers part of this page

Job Zone 1–2: very little to some preparation

See it on O*NET OnLine ↗
O*NET-SOC 51-9162.00 · O*NET 31.0

Computer Numerically Controlled Tool Programmers

Fit with this page: covers part of this page

Job Zone 1–2: very little to some preparation

See it on O*NET OnLine ↗

In Europe, internationally and in Singapore

ESCO 7223.4 · ESCO

computer numerical control machine operator

Fit with this page: closest match, not the same job

See it in ESCO ↗
ISCO-08 7223 · ILO

Metal working machine tool setters and operators

Fit with this page: closest match, not the same job

SSOC 2024 81251 · Singapore DOS

Metalworking machine setter-operator

Fit with this page: closest match, not the same job

What O*NET rates highest#

From O*NET 51-4041.00 (Machinists). Ordered by O*NET's importance rating; the words are O*NET's own scale anchors.

Transferable skills

  1. Operation and ControlImportant
  2. Operations MonitoringImportant
  3. CoordinationImportant
  4. Complex Problem SolvingImportant
  5. TroubleshootingImportant
  6. Quality Control AnalysisImportant
  7. Social PerceptivenessImportant
  8. Equipment MaintenanceImportant

Knowledge

  1. MathematicsImportant
  2. MechanicalImportant
  3. Production and ProcessingImportant
  4. DesignImportant
  5. Engineering and TechnologyImportant
  6. English LanguageImportant

Work activities

  1. Controlling Machines and ProcessesExtremely important
  2. Getting InformationVery important
  3. Inspecting Equipment, Structures, or MaterialsVery important
  4. Monitoring Processes, Materials, or SurroundingsVery important
  5. Identifying Objects, Actions, and EventsVery important
  6. Repairing and Maintaining Mechanical EquipmentVery important

Abilities

  1. Arm-Hand SteadinessVery important
  2. Manual DexterityVery important
  3. Finger DexterityVery important
  4. Control PrecisionVery important
  5. Problem SensitivityImportant
  6. Deductive ReasoningImportant

Essential skills

  1. Critical ThinkingImportant
  2. MonitoringImportant
  3. Active ListeningImportant
  4. SpeakingImportant
  5. Reading ComprehensionImportant

Each task in O*NET's terms#

O*NET describes work as detailed activities. Each of this page's 4 tasks is matched only against the activities O*NET lists for this occupation, with a stated fit; 4 match at least one. The alignment and its fit are this site's judgement, made task by task by its AI agent (Claude) on 2026-09-26; O*NET does not align tasks like ours. The activity names are O*NET's, the translations ours.

  • Programming machines
    Program equipment to perform production tasks.the closest O*NET has, not the same · Working with Computers · O*NET 31.0
    Plan production or operational procedures or sequences.the closest O*NET has, not the same · Organizing, Planning, and Prioritizing Work · O*NET 31.0
  • Setting up machines
    Mount attachments or tools onto production equipment.the closest O*NET has, not the same · Handling and Moving Objects · O*NET 31.0
    Conduct test runs of production equipment.the closest O*NET has, not the same · Inspecting Equipment, Structures, or Materials · O*NET 31.0The same activity in: Welder
  • Running and tending machines
    Monitor equipment operation to ensure proper functioning.the closest O*NET has, not the same · Monitoring Processes, Materials, or Surroundings · O*NET 31.0The same activity in: Welder
    Watch operating equipment to detect malfunctions.the closest O*NET has, not the same · Monitoring Processes, Materials, or Surroundings · O*NET 31.0
  • Inspecting parts
    Measure dimensions of completed products or workpieces to verify conformance to specifications.the closest O*NET has, not the same · Estimating the Quantifiable Characteristics of Products, Events, or Information · O*NET 31.0The same activity in: Welder

Our task judgements#

O*NET says what this job demands. It does not say what automation is doing to it — that is what this site's 4 task judgements are for: 0 backed by a verified event, 4 platform inference. VOLO judgement

Every task, one by one →What they rest on →

Sources and rules#

  • Each block says where it comes from: this site's own judgements, O*NET, the U.S. Department of Education's CIP–SOC crosswalk, the European ESCO classification and its official crosswalk to O*NET, the ILO's ISCO-08, Singapore's SSOC 2024, or something computed mechanically from those. Nothing on this page is a rating we made up.
  • O*NET's importance ratings are used only to order and shorten the lists. They are never combined with this site's impact index or evidence counts.
  • The fit between our page and an O*NET occupation is our judgement and is stated per code: same job, broader, part of it, or only the closest there is.
  • The ESCO and ISCO-08 fits are derived mechanically from the official ESCO–O*NET crosswalk; where we override it, we say why in our data (for example, the crosswalk pairs radiologists with radiographers, which is a different job). The SSOC 2024 fit is our reading of the Singapore Department of Statistics' own titles and definitions. Official names are shown as their publishers write them; we do not translate them.
  • Each task is matched only against the detailed work activities O*NET lists for the codes this page maps to. Where nothing fits, the page says why instead of forcing a match: work O*NET does not describe yet (used only for tasks we judge to be emerging), or nothing in O*NET's list for this occupation. An alignment never changes a task's direction, its basis or the impact index.
  • Rules are read only from this site's verified records. A rule's official name must appear word for word in a record that reads it, so no name is made up; a policy mandate is read only as 'must', 'must not' or 'funds', because 'should' and 'in principle' are not a mandate. Reading a rule never changes a task's direction, its basis or the impact index.
  • How these pieces fit together — objects, links and the actions that change them — is drawn as one diagram: The VOLO ontology
  • ESCO (European Commission), occupation records from the ESCO API; CC BY 4.0. ESCO–O*NET crosswalk, ESCO Secretariat with the U.S. Department of Labor/ETA, version 1 (Sep 2022), O*NET-SOC 2019 ↔ ESCO v1.1.0; CC BY 4.0. Singapore Department of Statistics, Singapore Standard Occupational Classification 2024 and its correspondence with ISCO-08.
  • O*NET 31.0 Database, August 2026 release, U.S. Department of Labor/Employment and Training Administration, CC BY 4.0. O*NET® is a trademark of USDOL/ETA. The translations of O*NET descriptors on this page are ours, not O*NET's.
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