物流经理
管理AI暴露度
- 数据来源: BLS发布时间: 2026-08
很高· 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
0.096
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
0.38
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 48%。
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
显示隐藏的 74 项工作| Task | Claude.aiRaw / share % |
|---|---|
Analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.11-3071 | 0.017518.5 |
Collaborate with other managers or staff members to formulate and implement policies, procedures, goals, or objectives.11-3071 | 0.015516.4 |
Prepare or direct preparation of correspondence, reports, and operations, maintenance, and safety manuals.11-3071 | 0.013714.5 |
Analyze all aspects of corporate logistics to determine the most cost-effective or efficient means of transporting products or supplies.11-3071 | 0.010711.3 |
Recommend purchase of new or improved technology, such as automated systems.11-3071 | 0.00717.5 |
Resolve problems concerning transportation, logistics systems, imports or exports, or customer issues.11-3071 | 0.00697.3 |
Provide administrative or technical assistance to those receiving transportation-related grants.11-3071 | 0.00616.4 |
Evaluate transportation vehicles or auxiliary equipment for purchase by considering factors such as fuel economy or aerodynamics.11-3071 | 0.00394.1 |
Analyze the financial impact of proposed logistics changes, such as routing, shipping modes, product volumes or mixes, or carriers.11-3071 | 0.00373.9 |
Plan or implement improvements to internal or external logistics systems or processes.11-3071 | 0.00262.7 |
Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page