交通护导员
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 % |
|---|---|
Communicate traffic and crossing rules and other information to students and adults.33-9091 | 0.0030100.0 |
| Not observed on any surface — 11 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. | |
Monitor traffic flow to locate safe gaps through which pedestrians can cross streets. | —0 |
Direct or escort pedestrians across streets, stopping traffic as necessary. | —0 |
Guide or control vehicular or pedestrian traffic at such places as street and railroad crossings and construction sites. | —0 |
Report unsafe behavior of children to school officials. | —0 |
Record license numbers of vehicles disregarding traffic signals, and report infractions to appropriate authorities. | —0 |
Direct traffic movement or warn of hazards, using signs, flags, lanterns, and hand signals. | —0 |
Learn the location and purpose of street traffic signs within assigned patrol areas. | —0 |
Stop speeding vehicles to warn drivers of traffic laws. | —0 |
Distribute traffic control signs and markers at designated points. | —0 |
Discuss traffic routing plans and control point locations with superiors. | —0 |
Inform drivers of detour routes through construction sites. | —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 |
|---|---|
Learn the location and purpose of street traffic signs within assigned patrol areas.O*NET Task ID 11123 | 1.0 |
Record license numbers of vehicles disregarding traffic signals, and report infractions to appropriate authorities.O*NET Task ID 11121 | 0.5 |
Monitor traffic flow to locate safe gaps through which pedestrians can cross streets.O*NET Task ID 11116 | 0.0 |
Direct or escort pedestrians across streets, stopping traffic, as necessary.O*NET Task ID 11117 | 0.0 |
Guide or control vehicular or pedestrian traffic at such places as street and railroad crossings and construction sites.O*NET Task ID 11118 | 0.0 |
Communicate traffic and crossing rules and other information to students and adults.O*NET Task ID 11119 | 0.0 |
Report unsafe behavior of children to school officials.O*NET Task ID 11120 | 0.0 |
Direct traffic movement or warn of hazards, using signs, flags, lanterns, and hand signals.O*NET Task ID 11122 | 0.0 |
Stop speeding vehicles to warn drivers of traffic laws.O*NET Task ID 11124 | 0.0 |
Distribute traffic control signs and markers at designated points.O*NET Task ID 11125 | 0.0 |
Discuss traffic routing plans and control-point locations with superiors.O*NET Task ID 11126 | 0.0 |
Inform drivers of detour routes through construction sites.O*NET Task ID 11127 | 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