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

Production Occupations
O*NET-SOC コード
51-4035.00

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

  • データ出典: BLS公表時点: 2026-08

    中程度· 相対

    低い4段階の相対区分非常に高い

    職業群単位の値

    尺度・母数・出典

    4段階の相対区分(低い / 中程度 / 高い / 非常に高い)

    BLS雇用見通し表の詳細職業831件が母数。値は NEM(全国雇用マトリクス)コード単位で付与されるため、同じ NEM コードの職業は同じバンドになります

    出典データセット(XLSX ファイルのダウンロード)

  • データ出典: Anthropic公表時点: 2026-03

    0.000

    0.000ここに掲載された値の範囲0.745
    尺度・母数・出典

    観測エクスポージャー指数、公開されたまま0–1

    O*NETタスクへの対応づけが基準

    SOC 2018の職業単位で公表された値で、同じSOC 2018コードを持つO*NET職業はすべてこの値になります

    出典データセット(CSV ファイルのダウンロード)

  • データ出典: ILO公表時点: 2025

    0.17–0.18· ISCO-08職業グループ2件

    尺度・母数・出典

    生成AI露出度指数、公開されたまま0–1

    ISCO-08の細分類(4桁)単位で公表された値です。米国労働統計局(BLS)の公式対応表(ISCO-08→2010 SOC、2010 SOC→2018 SOC)を公表どおり適用してこの職業に結び付けており、対応は全部または一部です

    出典データセット(PDF ファイルのダウンロード)

この出典がどのような性格の値か

BLSの区分は絶対水準ではなく相対順位であり、一次測定でもありません。複数の既存研究が付けた職業別パーセンタイル順位を4段階にまとめた値です。雇用や賃金の予測でもなく、導入確率でもなく、自動化と増強を区別しません。

結び付けたISCO-08グループごとのILO値
  • ISCO-08 7223Metal Working Machine Tool Setters and Operators0.18
  • ISCO-08 8142Plastic Products Machine Operators0.17

Task-level exposure

露出のある作業のみ

評価済みタスク 15 件 · β ≥ 0.5 のタスク 4 件(26.7%)

β = 直接的な露出(E1)+ 0.5 × ツール利用時の露出(E2)。原典リポジトリの定義に従います。

  • 原典の単位:O*NET 27.2 のタスク → O*NET 31.0 の職業コード
  • 評価済みタスクはすべて O*NET 31.0 のタスク一覧にあります。
出典
OpenAI "GPTs are GPTs" exposure rubric
版
gh-main-0471612
ライセンス
MIT License, Copyright (c) 2024 OpenAI

Values in this tab are predicted labels, not observations. Eloundou et al. (2023) published two rating regimes — human raters and GPT-4 — and the β shown here is derived from the GPT-4 rater basis alone; the same task can take a different value under the other regime.

Task (O*NET 27.2)βE1 + 0.5 × E2
Compute dimensions, tolerances, and angles of workpieces or machines according to specifications and knowledge of metal properties and shop mathematics.

O*NET Task ID 14006

1.0
Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics.

O*NET Task ID 14008

1.0
Record production output.

O*NET Task ID 14012

1.0
Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.

O*NET Task ID 14004

0.5
Remove workpieces from machines, and check to ensure that they conform to specifications, using measuring instruments such as microscopes, gauges, calipers, and micrometers.

O*NET Task ID 14001

0.0
Observe milling or planing machine operation, and adjust controls to ensure conformance with specified tolerances.

O*NET Task ID 14002

0.0
Position and secure workpieces on machines, using holding devices, measuring instruments, hand tools, and hoists.

O*NET Task ID 14003

0.0
Move controls to set cutting specifications, to position cutting tools and workpieces in relation to each other, and to start machines.

O*NET Task ID 14005

0.0
Verify alignment of workpieces on machines, using measuring instruments such as rules, gauges, or calipers.

O*NET Task ID 14007

0.0
Move cutters or material manually or by turning handwheels, or engage automatic feeding mechanisms to mill workpieces to specifications.

O*NET Task ID 14009

0.0
Replace worn tools, using hand tools, and sharpen dull tools, using bench grinders.

O*NET Task ID 14010

0.0
Select and install cutting tools and other accessories according to specifications, using hand tools or power tools.

O*NET Task ID 14011

0.0
Turn valves or pull levers to start and regulate the flow of coolant or lubricant to work areas.

O*NET Task ID 14013

0.0
Make templates or cutting tools.

O*NET Task ID 14014

0.0
Mount attachments and tools, such as pantographs, engravers, or routers, to perform other operations, such as drilling or boring.

O*NET Task ID 14015

0.0

β = E1 + 0.5 × E2 · E1 = tasks where direct LLM access alone cuts time by at least 50%, E2 = tasks where software built on top of an LLM cuts time by at least 50%. Values take only 0 / 0.5 / 1.0.

Data sources & licenses — O*NET®, Eloundou et al. (2023): see full notices on the Credits page

O*NET 31.0 のタスク全件(15件)

この職業の O*NET 31.0 のタスク全件(英語原文、種別はコア・補足)。露出値はこの一覧には載せず、上の表で各出典が用いた O*NET 版の文言の横にあります。

タスク(O*NET 31.0)種類
Remove workpieces from machines, and check to ensure that they conform to specifications, using measuring instruments such as microscopes, gauges, calipers, and micrometers.コア
Observe milling or planing machine operation, and adjust controls to ensure conformance with specified tolerances.コア
Position and secure workpieces on machines, using holding devices, measuring instruments, hand tools, and hoists.コア
Study blueprints, layouts, sketches, or work orders to assess workpiece specifications and to determine tooling instructions, tools and materials needed, and sequences of operations.コア
Move controls to set cutting specifications, to position cutting tools and workpieces in relation to each other, and to start machines.コア
Compute dimensions, tolerances, and angles of workpieces or machines according to specifications and knowledge of metal properties and shop mathematics.コア
Verify alignment of workpieces on machines, using measuring instruments such as rules, gauges, or calipers.コア
Select cutting speeds, feed rates, and depths of cuts, applying knowledge of metal properties and shop mathematics.コア
Move cutters or material manually or by turning handwheels, or engage automatic feeding mechanisms to mill workpieces to specifications.コア
Replace worn tools, using hand tools, and sharpen dull tools, using bench grinders.コア
Select and install cutting tools and other accessories according to specifications, using hand tools or power tools.コア
Record production output.コア
Turn valves or pull levers to start and regulate the flow of coolant or lubricant to work areas.コア
Mount attachments and tools, such as pantographs, engravers, or routers, to perform other operations, such as drilling or boring.コア
Make templates or cutting tools.補足

職業情報

雇用見通し(BLS)

雇用者数、2025
12K
雇用者数見通し、2035
11K
変化率 (2025–35)
-13.2%
年間賃金の中央値、2025
$52,800
入職時に通常必要な学歴
High school diploma or equivalent
最低 $30,890BLS EP 2025–35 の詳細職業825件の賃金中央値の範囲最高 $559,030

出典: U.S. Bureau of Labor Statistics, Employment Projections 2025–35 — Employment by detailed occupation, 2025 and projected 2035

韓国職業分類との対応(KSCO)

AI Changing Work が作成した Korea Occupation Direct Crosswalk v1.1 現行版の対応です。関係の値は O*NET-SOC 職業の側から読みます。

KSCO コードKSCO 名称関係状態
85102밀링기 조작원この職業のほうが広い確定

関係と状態の定義(kr-direct v1.1)

ILO(国際労働機関)の職業説明

以下のISCO-08職業群は、AI Changing Workが米国労働統計局(BLS)の発行するクロスウォーク(2018 SOC→2010 SOC、2010 SOC→ISCO-08)を個別の選択なしにそのまま適用して、この職業に結び付けたものです。結び付きは全体的な対応の場合も部分的な対応の場合もあります。

  • ISCO-08 7223Metal Working Machine Tool Setters and Operators

    金属工作機準備工、金属工作機械工

  • ISCO-08 8142Plastic Products Machine Operators

    プラスチック製品製造機械運転工

出典: 総務省「国際標準職業分類(ISCO)2008年改定版(仮訳)分類項目名一覧(和英対照)」— 原著:ILO ISCO-08 © International Labour Organization(日本語訳は総務省がILOの許可を得て作成)

原文を見る

Sources: ILO ISCO-08 — details: Credits

ESCO 職業語彙

以下の各項目は、公開されているESCO-O*NET Crosswalk(バージョン1、2022年)で、この職業と一つずつ対応付けられたものです。対応の種類はそのクロスウォークによるもので、表現はAI Changing Workによるものです。

  • computer numerical control machine operatorESCO 7223.4この職業のほうが狭い

    Computer numerical control machine operators set-up, maintain and control a computer numerical control machine in order to execute the product orders. They are responsible for programming the machines, ensuring the required parameters and measurements are met while maintaining the quality and safety standards.

  • metal planer operatorESCO 7223.12この職業のほうが広い

    Metal planer operators set up and operate a planer, which is a metalworking machine designed to cut excess material from a metal workpiece using linear relative motion between the planer's cutting tool and the workpiece in order to create a linear toolpath and cut.

  • milling machine operatorESCO 7223.4.6この職業のほうが広い

    Milling machine operators set up, program and control milling machines, designed to cut excess material from metal workpieces using a computer-controlled rotary-cutting, milling cutter. They read milling machine blueprints and tooling instructions, perform regular machine maintenance, and make adjustments to the milling controls, such as the depth of cuts or the rotation speed.

  • cylindrical grinder operatorESCO 8122.4重なるが同じではない

    Cylindrical grinding operators set up and tend cylindrical grinding machines designed to apply abrasive processes in order to remove small amounts of excess material and smoothen metal workpieces by multiple abrasive grinding wheels with diamond teeth as a cutting device for very precise and light cuts, as the workpiece is fed past it and formed into a cylinder.

  • grinding machine operatorESCO 7223.4.2重なるが同じではない

    Grinding machine operators set up, program and control grinding machines, designed to apply abrasive processes in order to remove small amounts of excess material and smoothen metal workpieces by using an abrasive wheel with diamond teeth as a cutting device for very precise and light cuts. They read grinding machine blueprints and tooling instructions, perform regular machine maintenance, and make adjustments to the grinding controls, such as the depth of cuts and the rotation speed.

  • metal sawing machine operatorESCO 7223.4.5重なるが同じではない

    Metal sawing machine operators set up and operate metal sawing machines designed to cut excess metal from a metal workpiece by the use of a (or several) large toothed-edges blade(s). They also trim clean finished shapes out of metal using tin snips, metal shears or wire cutters.  They also smoothen and trim sharp or rough edges using various tools.

  • planer thicknesser operatorESCO 8172.5.2重なるが同じではない

    Planer thicknesser operators use machinery to shave wood planks to a uniform thickness. The machine usually planes both sides of the plank in one operation. They feed the plank into the machine carefully to prevent excess planing at the edge known as 'snipe'.

  • router operatorESCO 7223.17重なるが同じではない

    Router operators set up and operate multi-spindle routing machines, in order to hollow-out or cut various hard materials such as wood, composites, aluminium, steel, plastics; and others, such as foams. They are also able to read blueprints to determine cutting locations and specific sizes.

  • wood router operatorESCO 8172.5.5重なるが同じではない

    Wood router operators work with industrial routers to cut wood into the desired shape. Routers have a routing head that moves over the wood, going up and down to regulate the depth of the incision. Contemporary industrial wood routers usually are computer controlled for extremely fine and consistent results.

出典: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)

ライセンス: CC BY 4.0 (EU Reuse Notice)

原文を見る

ESCO reuse terms and the modification notice are in Credits.

フランス職業分類との対応(ROME)

この職業と ROME 4.0 の職業票(fiche)との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。「暫定」と表示した対応は、同じモデル系列(Claude)の二人の判定者による判定のみ、またはその判定に運営者の規則を適用して採用したものであり、確定した対応より根拠が弱くなります。

ROME コードROME 名称(フランス語)関係
H2903Usineur / Usineuseこの職業のほうが狭い暫定
H2912Régleur / Régleuse d'équipements industriels関連(対応ではない)暫定

Source: France Travail — Répertoire Opérationnel des Métiers et des Emplois (ROME 4.0), version 61, last updated 15 June 2026 (https://www.data.gouv.fr/datasets/repertoire-operationnel-des-metiers-et-des-emplois-rome). Licence Ouverte 2.0.

ROME codes and titles are reproduced unchanged; the links to O*NET-SOC occupations are AI Changing Work's own judgment and are not a France Travail correspondence.

(AI Changing Work link release: fr-direct v1)

スペイン職業分類との対応(CNO-11)

この職業と CNO-11 の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。

CNO-11 コードCNO-11 名称(スペイン語)関係
7323Ajustadores y operadores de máquinas-herramientaこの職業のほうが狭い暫定

Source: Instituto Nacional de Estadística (INE), National Classification of Occupations 2011 (CNO-11, Royal Decree 1591/2010) — www.ine.es · Licensed CC BY 4.0. CNO-11 codes and Spanish titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not an INE correspondence.

(AI Changing Work link release: es-direct v1)

ドイツ職業分類との対応(KldB)

この職業と KldB の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。

KldB コードKldB 名称(ドイツ語)関係
24232Berufe in der spanenden Metallbearbeitung - fachlich ausgerichtete Tätigkeitenこの職業のほうが狭い暫定
24201Berufe in der Metallbearbeitung (ohne Spezialisierung) - Helfer-/Anlerntätigkeiten関連(対応ではない)暫定

Source: © Statistik der Bundesagentur für Arbeit — Klassifikation der Berufe 2010 – überarbeitete Fassung 2020, https://statistik.arbeitsagentur.de. KldB codes and titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own mapping (eigene Zuordnung) and are not a Bundesagentur für Arbeit correspondence.

(AI Changing Work link release: de-direct v1)

日本職業分類との対応(JSCO)

この職業と JSCO の職業との対応で、AI Changing Work が AI モデルを用いて判定したものです。関係はこの職業の側から読みます。

JSCO コードJSCO 名称(日本語)関係
523金属工作機械作業従事者この職業のほうが狭い

Source: Ministry of Internal Affairs and Communications (MIC), Japan Standard Occupational Classification (Dec. 2009, MIC Notification No. 555). JSCO codes and Japanese titles are reproduced unchanged; the links to O*NET occupations are AI Changing Work's own judgment and are not a MIC correspondence.

(AI Changing Work link release: jp-direct v1)

このページのデータの出典・ライセンスと AI Changing Work による改変・翻訳の告知:クレジットと出典