Traffic Technicians
Transportation and Material Moving Occupations- O*NET-SOC コード
- 53-6041.00
Conduct field studies to determine traffic volume, speed, effectiveness of signals, adequacy of lighting, and other factors influencing traffic conditions, under direction of traffic engineer.
- データ出典: BLS公表時点: 2026-08
高い· 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
- 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
- データ出典: ILO公表時点: 2025
0.26
0.09ここに掲載された値の範囲0.70職業群単位の値
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
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。
Task-level exposure
露出のある作業のみ評価済みタスク 24 件 · β ≥ 0.5 のタスク 20 件(83.3%)
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
- 評価済みタスクのうち 2 件は O*NET 31.0 のタスク一覧になく、O*NET 27.2 基準で公表されたスコアをそのまま残しています。
- 出典
- OpenAI "GPTs are GPTs" exposure rubric
- 版
- gh-main-0471612
- ライセンス
- MIT License, Copyright (c) 2024 OpenAI
| Task (O*NET 20.1) | Claude.aiRaw / share % |
|---|---|
Interact with the public to answer traffic-related questions, respond to complaints or requests, or discuss traffic control ordinances, plans, policies, or procedures.53-6041.00 | 0.0081100.0 |
| Not observed on any surface — 22 task(s) — These tasks have no row in the source for this release. The 0 in the share row is a display-stage composition ratio; absence is what the — in the raw row states. | |
Prepare drawings of proposed signal installations or other control devices, using drafting instruments or computer-automated drafting equipment. | —0 |
Plan, design, and improve components of traffic control systems to accommodate current or projected traffic and to increase usability and efficiency. | —0 |
Analyze data related to traffic flow, accident rates, or proposed development to determine the most efficient methods to expedite traffic flow. | —0 |
Prepare work orders for repair, maintenance, or changes in traffic systems. | —0 |
Study factors affecting traffic conditions, such as lighting or sign and marking visibility, to assess their effectiveness. | —0 |
Visit development or work sites to determine projects' effect on traffic and the adequacy of traffic control and safety plans or to suggest traffic control measures. | —0 |
Lay out pavement markings for striping crews. | —0 |
Operate counters and record data to assess the volume, type, and movement of vehicular or pedestrian traffic at specified times. | —0 |
Provide technical supervision regarding traffic control devices to other traffic technicians or laborers. | —0 |
Gather and compile data from hand count sheets, machine count tapes, or radar speed checks and code data for computer input. | —0 |
Place and secure automatic counters, using power tools, and retrieve counters after counting periods end. | —0 |
Measure and record the speed of vehicular traffic, using electrical timing devices or radar equipment. | —0 |
Study traffic delays by noting times of delays, the numbers of vehicles affected, and vehicle speed through the delay area. | —0 |
Review traffic control or barricade plans to issue permits for parades or other special events or for construction work that affects rights of way, providing assistance with plan preparation or revision, as necessary. | —0 |
Prepare graphs, charts, diagrams, or other aids to illustrate observations or conclusions. | —0 |
Establish procedures for street closures or for repair or construction projects. | —0 |
Compute time settings for traffic signals or speed restrictions, using standard formulas. | —0 |
Monitor street or utility projects for compliance to traffic control permit conditions. | —0 |
Maintain or make minor adjustments or field repairs to equipment used in surveys, including the replacement of parts on traffic data gathering devices. | —0 |
Time stoplights or other delays, using stopwatches. | —0 |
Interview motorists about specific intersections or highways to gather road-condition information for use in planning. | —0 |
Develop plans or long-range strategies for providing adequate parking space. | —0 |
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. The unit and the meaning differ from the observed shares (%) in the other tabs, so do not place them on the same axis.
| Task (O*NET 27.2) | βE1 + 0.5 × E2 |
|---|---|
Prepare work orders for repair, maintenance, or changes in traffic systems.O*NET Task ID 8634 | 1.0 |
Gather and compile data from hand count sheets, machine count tapes, or radar speed checks and code data for computer input.O*NET Task ID 8640 | 1.0 |
Compute time settings for traffic signals or speed restrictions, using standard formulas.O*NET Task ID 8647 | 1.0 |
Prepare drawings of proposed signal installations or other control devices, using drafting instruments or computer-automated drafting equipment.O*NET Task ID 8631 | 0.5 |
Plan, design, and improve components of traffic control systems to accommodate current or projected traffic and to increase usability and efficiency.O*NET Task ID 8632 | 0.5 |
Analyze data related to traffic flow, accident rates, or proposed development to determine the most efficient methods to expedite traffic flow.O*NET Task ID 8633 | 0.5 |
Study factors affecting traffic conditions, such as lighting or sign and marking visibility, to assess their effectiveness.O*NET Task ID 8635 | 0.5 |
Lay out pavement markings for striping crews.O*NET Task ID 8637 | 0.5 |
Operate counters and record data to assess the volume, type, and movement of vehicular or pedestrian traffic at specified times.O*NET Task ID 8638 | 0.5 |
Provide technical supervision regarding traffic control devices to other traffic technicians or laborers.O*NET Task ID 8639 | 0.5 |
Measure and record the speed of vehicular traffic, using electrical timing devices or radar equipment.O*NET Task ID 8642 | 0.5 |
Study traffic delays by noting times of delays, the numbers of vehicles affected, and vehicle speed through the delay area.O*NET Task ID 8643 | 0.5 |
Review traffic control or barricade plans to issue permits for parades or other special events or for construction work that affects rights of way, providing assistance with plan preparation or revision, as necessary.O*NET Task ID 8644 | 0.5 |
Prepare graphs, charts, diagrams, or other aids to illustrate observations or conclusions.O*NET Task ID 8645 | 0.5 |
Establish procedures for street closures or for repair or construction projects.O*NET Task ID 8646 | 0.5 |
Monitor street or utility projects for compliance to traffic control permit conditions.O*NET Task ID 8648 | 0.5 |
Time stoplights or other delays, using stopwatches.O*NET Task ID 8650 | 0.5 |
Interview motorists about specific intersections or highways to gather road-condition information for use in planning.O*NET Task ID 8651 | 0.5 |
Develop plans or long-range strategies for providing adequate parking space.O*NET Task ID 8652 | 0.5 |
Provide traffic information, such as road conditions, to the public.O*NET Task ID 20938 | 0.5 |
Interact with the public to answer traffic-related questions, respond to complaints or requests, or discuss traffic control ordinances, plans, policies, or procedures.O*NET Task ID 8630 | 0.0 |
Visit development or work sites to determine projects' effect on traffic and the adequacy of traffic control and safety plans or to suggest traffic control measures.O*NET Task ID 8636 | 0.0 |
Place and secure automatic counters, using power tools, and retrieve counters after counting periods end.O*NET Task ID 8641 | 0.0 |
Maintain or make minor adjustments or field repairs to equipment used in surveys, including the replacement of parts on traffic data gathering devices.O*NET Task ID 8649 | 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®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page
O*NET 31.0 のタスク全件(22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 |
|---|---|
| Interact with the public to answer traffic-related questions, respond to complaints or requests, or discuss traffic control ordinances, plans, policies, or procedures. | コア |
| Plan, design, and improve components of traffic control systems to accommodate current or projected traffic and to increase usability and efficiency. | コア |
| Analyze data related to traffic flow, accident rates, or proposed development to determine the most efficient methods to expedite traffic flow. | コア |
| Prepare work orders for repair, maintenance, or changes in traffic systems. | コア |
| Study factors affecting traffic conditions, such as lighting or sign and marking visibility, to assess their effectiveness. | コア |
| Visit development or work sites to determine projects' effect on traffic and the adequacy of traffic control and safety plans or to suggest traffic control measures. | コア |
| Operate counters and record data to assess the volume, type, and movement of vehicular or pedestrian traffic at specified times. | コア |
| Gather and compile data from hand count sheets, machine count tapes, or radar speed checks and code data for computer input. | コア |
| Measure and record the speed of vehicular traffic, using electrical timing devices or radar equipment. | コア |
| Study traffic delays by noting times of delays, the numbers of vehicles affected, and vehicle speed through the delay area. | コア |
| Prepare graphs, charts, diagrams, or other aids to illustrate observations or conclusions. | コア |
| Prepare drawings of proposed signal installations or other control devices, using drafting instruments or computer-automated drafting equipment. | 補足 |
| Lay out pavement markings for striping crews. | 補足 |
| Provide technical supervision regarding traffic control devices to other traffic technicians or laborers. | 補足 |
| Place and secure automatic counters, using power tools, and retrieve counters after counting periods end. | 補足 |
| Review traffic control or barricade plans to issue permits for parades or other special events or for construction work that affects rights of way, providing assistance with plan preparation or revision, as necessary. | 補足 |
| Establish procedures for street closures or for repair or construction projects. | 補足 |
| Compute time settings for traffic signals or speed restrictions, using standard formulas. | 補足 |
| Monitor street or utility projects for compliance to traffic control permit conditions. | 補足 |
| Maintain or make minor adjustments or field repairs to equipment used in surveys, including the replacement of parts on traffic data gathering devices. | 補足 |
| Time stoplights or other delays, using stopwatches. | 補足 |
| Provide traffic information, such as road conditions, to the public. | 補足 |
0.35/ 3· ロボット露出指数
尺度・母数・出典
身体的なタスクそれぞれに、実際に導入・販売・実演されたロボットがこなせる環境に応じて 0–3 の等級を付け(0 不可 · 1 フェンスで囲われた機械セルや瓶詰めラインのようなロボット専用設備 · 2 病院の薬剤部やコンテナ港のような管理された施設 · 3 一般家庭や建設現場のような非定型の環境)、勤務時間に占める割合で平均した値
この職業の O*NET 29.3 タスクのうち身体的なタスクが対象
等級と時間の割合は Anthropic が Claude Opus 5(ウェブ検索)で推定しました(2026年時点)。
ロボット露出指数は、このサイトの AI 露出度とは別の指標であり、足し合わせたり比べたりすることはできません。実際の導入やコスト競争力を示すものではなく、0 には身体的なタスクのない職業も含まれます。
身体的なタスクごとの等級
ロボット環境等級(E0–E3)
E0 ロボット不可詳細
実際に導入・販売・実演されたロボットでは、ロボット専用設備でもこなせないと評価
E1 ロボット専用設備詳細
フェンスで囲われた機械セルや瓶詰めラインのように、機械を中心に作られた設備でこなせると評価
E2 管理された施設詳細
病院の薬剤部やコンテナ港のように、機関が作業基準を保っている人の作業施設でこなせると評価
E3 非定型の環境詳細
一般家庭や建設現場のように、作業基準を保つ機関がない環境でこなせると評価
身体的なタスクに分類されたタスクのみを掲載しています。その他のタスクには出典で等級がないため載せていません。
| タスク(O*NET 29.3) | ロボット環境等級 |
|---|---|
| Study traffic delays by noting times of delays, the numbers of vehicles affected, and vehicle speed through the delay area. | E3 非定型の環境 |
| Study factors affecting traffic conditions, such as lighting or sign and marking visibility, to assess their effectiveness. | E1 ロボット専用設備 |
| Visit development or work sites to determine projects' effect on traffic and the adequacy of traffic control and safety plans or to suggest traffic control measures. | E0 ロボット不可 |
| Lay out pavement markings for striping crews. | E3 非定型の環境 |
| Place and secure automatic counters, using power tools, and retrieve counters after counting periods end. | E0 ロボット不可 |
| Measure and record the speed of vehicular traffic, using electrical timing devices or radar equipment. | E2 管理された施設 |
| Monitor street or utility projects for compliance to traffic control permit conditions. | E1 ロボット専用設備 |
| Maintain or make minor adjustments or field repairs to equipment used in surveys, including the replacement of parts on traffic data gathering devices. | E1 ロボット専用設備 |
職業情報
雇用見通し(BLS)
- 雇用者数、2025
- 8K
- 雇用者数見通し、2035
- 8K
- 変化率 (2025–35)
- +4%
- 年間賃金の中央値、2025
- $59,090
- 入職時に通常必要な学歴
- High school diploma or equivalent
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 |
|---|---|---|---|
| 23153 | 교통안전 연구원 | 関連(対応ではない) | 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 3119Physical and Engineering Science Technicians Not Elsewhere Classified
他に分類されない物理・工学分野の技師
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)
以下の定義・作業・職業例は、この職業ではなく、当該ISCO-08職業群についてのILOによる説明です。
This unit group covers physical and engineering science technicians not classified elsewhere in Minor Group 311: Physical and Engineering Science Technicians. For instance, the unit group includes those who assist scientists and engineers engaged in developing procedures or conducting research on safety, biomedical, environmental or industrial and production engineering.
作業
- In such cases tasks would include -
- (a) collecting data and providing technical assistance regarding: efficient, safe and economic utilization of personnel, material and equipment; methods of work and sequence of operations and supervision of their implementation; and efficient layout of plant or establishment;
- (b) aiding in the identification of potential hazards and introducing safety procedures and devices;
- (c) modifying and testing equipment and devices used in the prevention, control, and remediation of environmental pollution, site remediation and land reclamation;
- (d) assisting in the development of environmental pollution remediation devices under the direction of an engineer;
- (e) assisting engineers in testing and designing robotics equipment.
職業例
Engineering technician (production) · Fire investigator · Forensic science technician · Quantity surveying technician · Robotics technician · Time and motion study technician
Sources: ILO ISCO-08 — details: Credits
ESCO 職業語彙
ISCO-08 3119
- textile quality technicianESCO 3119.15.6
Textile quality technicians perform physical laboratory tests on textile materials and products. They compare textile materials and products to standards and interpret results.
- commissioning technicianESCO 3119.4
Commissioning technicians work with commissioning engineers to supervise the final stages of a project when systems are installed and tested. They inspect the correct functioning of the equipment, facilities and plants and when necessary they perform repairs and maintenance.
- footwear product developerESCO 3119.6
Footwear product developers provide interface between design and production. They engineer the footwear prototypes previously created by designers. They select, design or re-design lasts and footwear components, make patterns for uppers, linings and bottom components, and produce technical drawings for a various range of tools (e.g. cutting dies, mould, etc.). They also produce and evaluate footwear prototypes, grade and produce sizing samples, perform required tests for samples and confirm the customer’s qualitative and pricing constraints.
- textile chemical quality technicianESCO 3119.15.5
Textile chemical quality technicians perform chemical laboratory tests on textile materials and products. They interpret results and support colouration and finishing of textiles.
- photonics engineering technicianESCO 3119.11
Photonics engineering technicians collaborate with engineers in the development of photonic systems or components, usually in the form of optical equipment, such as lasers, lenses, and fibre optic equipment. Photonics engineering technicians build, test, install and calibrate optical equipment. They read blueprint and other technical drawings to develop testing and calibrating procedures.
- utilities inspectorESCO 3119.17
Utilities inspectors examine products, systems and machiney such as sewer, water, gas or electric turbines ensuring they are built and functioning according to regulations. They write inspection reports and provide recommendations to improve the systems and repair the broken components.\
- product development engineering technicianESCO 3119.14
Product development engineering technicians improve efficiency of product development, set up equipment and develop and test solutions to solve technical problems. They work closely with engineers and technologists, inspect products, conduct tests and collect data.
- leather goods quality control laboratory technicianESCO 3119.15.3
Leather goods quality control laboratory technicians perform laboratory control tests according to the national and international standards. During laboratory control tests they prepare samples, address test procedures, analysis and interpretation of the results and comparison with guidelines and standards and prepare reports. They make the linkage with outsourced laboratories for the tests which cannot be performed inside the company. They propose corrective and preventive measures.
- process engineering technicianESCO 3119.13
Process engineering technicians work closely with engineers to evaluate the existing processes and configure manufacturing systems to reduce cost, improve sustainability and develop best practices within the production process.
- automation engineering technicianESCO 3119.2
Automation engineering technicians collaborate with automation engineers in the development of applications and systems for the automation of the production process. Automation engineering technicians build, test, monitor, and maintain the computer-controlled systems used in automated production systems.
- footwear production technicianESCO 3119.7
Footwear production technicians perform a wide range of activities regarding footwear manufacturing. They are involved in all phases of the process including product engineering and different types of construction. They aim at maximising productivity and reducing production costs, assuring the functionality and quality of product and customer satisfaction.
- textile process controllerESCO 3119.16
Textile process controllers perform textile process operations, technical functions in various aspects of design, production and quality control of textile products, and cost control for processes. They use computer aided manufacturing (CAM), and computer integrated manufacturing (CIM) tools in order to ensure conformity of entire production process to specifications. They compare and exchange individual processes with other departments (e.g cost calculation office) and initiate appropriate actions. They analyse the structure and properties of raw materials used in textiles and assist to prepare specifications for their production, analyse and interpret test data.
ほか11件
上で結び付けたISCO-08職業群の下にESCOが分類しているESCO職業です。この職業と一つずつ対応付けたものではありません。
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)
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 |
|---|---|---|
| N4130 | Conducteur / Conductrice de voiture radar à conduite externalisée | 関連(対応ではない) |
| I1123 | Chef / Cheffe de service sécurité trafic routier | 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 |
|---|---|---|
| 3129 | Otros técnicos de las ciencias físicas, químicas, medioambientales y de las ingenierías | この職業のほうが狭い |
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 |
|---|---|---|
| 51503 | Berufe in der Überwachung und Steuerung des Verkehrsbetriebs (ohne Spezialisierung) - komplexe Spezialistentätigkeiten | この職業のほうが狭い |
| 51513 | Berufe in der Überwachung und Steuerung des Straßenverkehrsbetriebs - komplexe Spezialistentätigkeiten | 重なるが同じではない |
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 |
|---|---|---|
| 092 | 土木技術者 | 関連(対応ではない) |
| 119 | その他の技術者 | 関連(対応ではない) |
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