停车执法人员
保护服务AI暴露度
- 数据来源: BLS发布时间: 2026-08
中等· 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
0.20
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
ISCO-08职业小类单位 — 共用同一代码的职业取值相同
本站计算，并非国际劳工组织发布的数值。在本站与 ILO 数据集相连的 1,012 个职业中，达到或高于此值的占 86%。
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| Task | Claude.aiRaw / share % |
|---|---|
Provide information to the public regarding parking regulations and facilities, and the location of streets, buildings and points of interest.33-3041 | 0.0020100.0 |
| 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. | |
Patrol an assigned area by vehicle or on foot to ensure public compliance with existing parking ordinance. | —0 |
Maintain close communications with dispatching personnel, using two-way radios or cell phones. | —0 |
Write warnings and citations for illegally parked vehicles. | —0 |
Mark tires of parked vehicles with chalk and record time of marking, and return at regular intervals to ensure that parking time limits are not exceeded. | —0 |
Respond to and make radio dispatch calls regarding parking violations and complaints. | —0 |
Train new or temporary staff. | —0 |
Identify vehicles in violation of parking codes, checking with dispatchers when necessary to confirm identities or to determine whether vehicles need to be booted or towed. | —0 |
Perform simple vehicle maintenance procedures such as checking oil and gas, and report mechanical problems to supervisors. | —0 |
Observe and report hazardous conditions such as missing traffic signals or signs, and street markings that need to be repainted. | —0 |
Investigate and answer complaints regarding contested parking citations, determining their validity and routing them appropriately. | —0 |
Maintain assigned equipment and supplies such as hand-held citation computers, citation books, rain gear, tire-marking chalk, and street cones. | —0 |
Appear in court at hearings regarding contested traffic citations. | —0 |
Make arrangements for illegally parked or abandoned vehicles to be towed, and direct tow-truck drivers to the correct vehicles. | —0 |
Perform traffic control duties such as setting up barricades and temporary signs, placing bags on parking meters to limit their use, or directing traffic. | —0 |
Provide assistance to motorists needing help with problems, such as flat tires, keys locked in cars, or dead batteries. | —0 |
Enter and retrieve information pertaining to vehicle registration, identification, and status, using hand-held computers. | —0 |
Collect coins deposited in meters. | —0 |
Prepare and maintain required records, including logs of parking enforcement activities, and records of contested citations. | —0 |
Locate lost, stolen, and counterfeit parking permits, and take necessary enforcement action. | —0 |
Wind parking meter clocks. | —0 |
Assign and review the work of subordinates. | —0 |
Remove handbills within patrol areas. | —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 | βE1 + 0.5 × E2 |
|---|---|
Respond to and make radio dispatch calls regarding parking violations and complaints.O*NET Task ID 7939 | 1.0 |
Enter and retrieve information pertaining to vehicle registration, identification, and status, using hand-held computers.O*NET Task ID 7951 | 1.0 |
Prepare and maintain required records, including logs of parking enforcement activities, and records of contested citations.O*NET Task ID 7953 | 1.0 |
Assign and review the work of subordinates.O*NET Task ID 7956 | 1.0 |
Write warnings and citations for illegally parked vehicles.O*NET Task ID 7937 | 0.5 |
Identify vehicles in violation of parking codes, checking with dispatchers when necessary to confirm identities or to determine whether vehicles need to be booted or towed.O*NET Task ID 7941 | 0.5 |
Observe and report hazardous conditions, such as missing traffic signals or signs, and street markings that need to be repainted.O*NET Task ID 7943 | 0.5 |
Investigate and answer complaints regarding contested parking citations, determining their validity and routing them appropriately.O*NET Task ID 7944 | 0.5 |
Provide information to the public regarding parking regulations and facilities, and the location of streets, buildings and points of interest.O*NET Task ID 7946 | 0.5 |
Locate lost, stolen, and counterfeit parking permits, and take necessary enforcement action.O*NET Task ID 7954 | 0.5 |
Patrol an assigned area by vehicle or on foot to ensure public compliance with existing parking ordinance.O*NET Task ID 7935 | 0.0 |
Maintain close communications with dispatching personnel, using two-way radios or cell phones.O*NET Task ID 7936 | 0.0 |
Mark tires of parked vehicles with chalk and record time of marking, and return at regular intervals to ensure that parking time limits are not exceeded.O*NET Task ID 7938 | 0.0 |
Train new or temporary staff.O*NET Task ID 7940 | 0.0 |
Perform simple vehicle maintenance procedures, such as checking oil and gas, and report mechanical problems to supervisors.O*NET Task ID 7942 | 0.0 |
Maintain assigned equipment and supplies, such as hand-held citation computers, citation books, rain gear, tire-marking chalk, and street cones.O*NET Task ID 7945 | 0.0 |
Appear in court at hearings regarding contested traffic citations.O*NET Task ID 7947 | 0.0 |
Make arrangements for illegally parked or abandoned vehicles to be towed, and direct tow-truck drivers to the correct vehicles.O*NET Task ID 7948 | 0.0 |
Perform traffic control duties such as setting up barricades and temporary signs, placing bags on parking meters to limit their use, or directing traffic.O*NET Task ID 7949 | 0.0 |
Provide assistance to motorists needing help with problems, such as flat tires, keys locked in cars, or dead batteries.O*NET Task ID 7950 | 0.0 |
Collect coins deposited in meters.O*NET Task ID 7952 | 0.0 |
Wind parking meter clocks.O*NET Task ID 7955 | 0.0 |
Remove handbills within patrol areas.O*NET Task ID 7957 | 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