Traffic Technicians
Transportation and Material Moving Occupations- O*NET-SOC 代码
- 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.
- 数据来源: BLS发布时间: 2026-08
高· 相对
低四级相对区间很高职业群单位数值
尺度 · 母数 · 来源
四级相对类别(低 / 中等 / 高 / 很高)
以BLS就业预测表中831个细分职业为基数。取值按 NEM(全国就业矩阵)代码给定,因此共用同一 NEM 代码的职业得到相同分档
- 数据来源: Anthropic发布时间: 2026-03
0.000
0.000此处所载数值的范围0.745尺度 · 母数 · 来源
- 数据来源: ILO发布时间: 2025
0.26
0.09此处所载数值的范围0.70职业群单位数值
尺度 · 母数 · 来源
生成式AI暴露度指数,按发布原值0–1
按 ISCO-08 细类(4 位)发布的数值。按原样应用美国劳工统计局(BLS)的官方对照表(ISCO-08→2010 SOC、2010 SOC→2018 SOC)关联到本职业,对应关系为全部或部分对应
该来源发布的是什么性质的数值
BLS的类别是相对排位而非绝对水平,也不是一手测量:它把多项已发表研究给出的职业百分位排名归并为四个等级。它不是就业或工资预测,不是采用概率,也不区分自动化与增强。
Task-level exposure
仅显示有暴露的工作已评分任务 24 项 · β ≥ 0.5 的任务 20 项(83.3%)
β = 直接暴露(E1)+ 0.5 × 借助工具时的暴露(E2),依据原始代码库的定义。
- 原始单位:O*NET 27.2 任务 → O*NET 31.0 职业代码
- 已评分任务中有 2 项不在 O*NET 31.0 任务列表中,其分数按 O*NET 27.2 的发布值保留。
- 来源
- OpenAI "GPTs are GPTs" exposure rubric
- 版本
- gh-main-0471612
- 许可
- 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 | 0.0072100.0 |
| 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 全部任务(22 项)
本职业在 O*NET 31.0 中的全部任务(英文原文;任务类型为核心或补充)。暴露值不列在此清单中,而在上方表格里,位于各来源所用 O*NET 版本的任务表述旁。
| 任务(O*NET 31.0) | 类型 |
|---|---|
| Interact with the public to answer traffic-related questions, respond to complaints or requests, or discuss traffic control ordinances, plans, policies, or procedures. | 核心 |
| Plan, design, and improve components of traffic control systems to accommodate current or projected traffic and to increase usability and efficiency. | 核心 |
| Analyze data related to traffic flow, accident rates, or proposed development to determine the most efficient methods to expedite traffic flow. | 核心 |
| Prepare work orders for repair, maintenance, or changes in traffic systems. | 核心 |
| Study factors affecting traffic conditions, such as lighting or sign and marking visibility, to assess their effectiveness. | 核心 |
| 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. | 核心 |
| Operate counters and record data to assess the volume, type, and movement of vehicular or pedestrian traffic at specified times. | 核心 |
| Gather and compile data from hand count sheets, machine count tapes, or radar speed checks and code data for computer input. | 核心 |
| Measure and record the speed of vehicular traffic, using electrical timing devices or radar equipment. | 核心 |
| Study traffic delays by noting times of delays, the numbers of vehicles affected, and vehicle speed through the delay area. | 核心 |
| Prepare graphs, charts, diagrams, or other aids to illustrate observations or conclusions. | 核心 |
| Prepare drawings of proposed signal installations or other control devices, using drafting instruments or computer-automated drafting equipment. | 补充 |
| Lay out pavement markings for striping crews. | 补充 |
| Provide technical supervision regarding traffic control devices to other traffic technicians or laborers. | 补充 |
| Place and secure automatic counters, using power tools, and retrieve counters after counting periods end. | 补充 |
| 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. | 补充 |
| Establish procedures for street closures or for repair or construction projects. | 补充 |
| Compute time settings for traffic signals or speed restrictions, using standard formulas. | 补充 |
| Monitor street or utility projects for compliance to traffic control permit conditions. | 补充 |
| Maintain or make minor adjustments or field repairs to equipment used in surveys, including the replacement of parts on traffic data gathering devices. | 补充 |
| Time stoplights or other delays, using stopwatches. | 补充 |
| Provide traffic information, such as road conditions, to the public. | 补充 |
0.35/ 3· 机器人暴露指数
尺度 · 母数 · 来源
对每项体力任务,按已实际部署、销售或演示的机器人能够完成它的环境评定 0–3 级(0 不可 · 1 围栏式机器单元、灌装线等机器人专用设施 · 2 医院药房、集装箱港口等受管理的设施 · 3 私人住宅、建筑工地等非结构化环境),再按工作时间占比求平均
以该职业 O*NET 29.3 任务中的体力任务为准
等级与时间占比由 Anthropic 使用 Claude Opus 5(网络搜索)估算(截至 2026 年)。
机器人暴露指数与本站的 AI 暴露度是不同的指标,不能相加或相互比较。该指数不代表实际采用情况或成本竞争力,0 也包括没有体力任务的职业。
每项体力任务的等级
机器人环境等级(E0–E3)
E0 机器人不可详情
评定为已实际部署、销售或演示的机器人即使在机器人专用设施中也无法完成
E1 机器人专用设施详情
评定为可在围绕机器搭建的设施中完成,例如围栏式机器单元或灌装线
E2 受管理的设施详情
评定为可在由机构按工作标准维护的人类工作设施中完成,例如医院药房或集装箱港口
E3 非结构化环境详情
评定为可在没有机构按工作标准维护的环境中完成,例如私人住宅或建筑工地
仅列出被归类为体力任务的任务;其他任务在来源中没有等级。
| 任务(O*NET 29.3) | 机器人环境等级 |
|---|---|
| Study traffic delays by noting times of delays, the numbers of vehicles affected, and vehicle speed through the delay area. | E3 非结构化环境 |
| Study factors affecting traffic conditions, such as lighting or sign and marking visibility, to assess their effectiveness. | E1 机器人专用设施 |
| 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 机器人不可 |
| Lay out pavement markings for striping crews. | E3 非结构化环境 |
| Place and secure automatic counters, using power tools, and retrieve counters after counting periods end. | E0 机器人不可 |
| Measure and record the speed of vehicular traffic, using electrical timing devices or radar equipment. | E2 受管理的设施 |
| Monitor street or utility projects for compliance to traffic control permit conditions. | E1 机器人专用设施 |
| Maintain or make minor adjustments or field repairs to equipment used in surveys, including the replacement of parts on traffic data gathering devices. | E1 机器人专用设施 |
职业信息
就业展望(BLS)
- 就业人数,2025
- 8K
- 预计就业人数,2035
- 8K
- 变化 (2025–35)
- +4%
- 年薪中位数,2025
- $59,090
- 入职通常所需学历
- High school diploma or equivalent
韩国职业分类关联(KSCO)
来自 AI Changing Work 制作的 Korea Occupation Direct Crosswalk v1.1 当前版本的关联。关系值从 O*NET-SOC 职业一侧解读。
| KSCO 代码 | KSCO 名称 | 关系 | 状态 |
|---|---|---|---|
| 23153 | 교통안전 연구원 | 相关,但不对应 | 已确认 |
关系与状态的定义(kr-direct v1.1)
国际劳工组织(ILO)职业说明
以下 ISCO-08 职业组由 AI Changing Work 原样套用美国劳工统计局(BLS)发布的对照表(2018 SOC→2010 SOC、2010 SOC→ISCO-08)、不逐案取舍,与本职业相关联;每项关联可能是完全对应,也可能是部分对应。
- ISCO-08 3119Physical and Engineering Science Technicians Not Elsewhere Classified
其他未列明的物理和工程科学技术员
自行翻译
自行翻译 · 非 ISCO 官方词汇 — 未经国际劳工组织审核。
以下定义、任务和职业示例是 ILO 对该 ISCO-08 职业组的描述,而不是对本职业的描述。
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.
任务
- 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.
职业示例
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 职业词汇
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.
另有 11 项
这些是 ESCO 归入上方所关联 ISCO-08 职业组之下的 ESCO 职业;它们并未与本职业逐项对应。
来源: European Commission, DG EMPL — ESCO API 2026-08-08 (bridge v1.2.1)
许可: CC BY 4.0 (EU Reuse Notice)
ESCO reuse terms and the modification notice are in Credits.
法国职业分类关联(ROME)
本职业与 ROME 4.0 职业条目(fiche)之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。标为「暂定」的关联仅凭同一模型系列(Claude)两位判定者的判定采纳,或对其判定适用运营方规则后采纳,因此其依据弱于已确认的关联。
| ROME 代码 | ROME 名称(法语) | 关系 |
|---|---|---|
| N4130 | Conducteur / Conductrice de voiture radar à conduite externalisée | 相关,但不对应 |
| I1123 | Chef / Cheffe de service sécurité trafic routier | 相关,但不对应暂定 |
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)
西班牙职业分类关联(CNO-11)
本职业与 CNO-11 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| CNO-11 代码 | CNO-11 名称(西班牙语) | 关系 |
|---|---|---|
| 3129 | Otros técnicos de las ciencias físicas, químicas, medioambientales y de las ingenierías | 本职业范围更窄 |
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)
德国职业分类关联(KldB)
本职业与 KldB 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| KldB 代码 | KldB 名称(德语) | 关系 |
|---|---|---|
| 51503 | Berufe in der Überwachung und Steuerung des Verkehrsbetriebs (ohne Spezialisierung) - komplexe Spezialistentätigkeiten | 本职业范围更窄 |
| 51513 | Berufe in der Überwachung und Steuerung des Straßenverkehrsbetriebs - komplexe Spezialistentätigkeiten | 有重叠,但不相同 |
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)
日本职业分类关联(JSCO)
本职业与 JSCO 职业之间的关联,由 AI Changing Work 借助 AI 模型判定。关系从本职业一侧解读。
| JSCO 代码 | JSCO 名称(日语) | 关系 |
|---|---|---|
| 092 | 土木技術者 | 相关,但不对应 |
| 119 | その他の技術者 | 相关,但不对应 |
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)
本页数据的来源与许可,以及 AI Changing Work 的修改与翻译说明:致谢与来源