资格审查面谈员
办公与行政支持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
0.060
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
0.45
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 25%。
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 % |
|---|---|
Interpret and explain information such as eligibility requirements, application details, payment methods, and applicants' legal rights.43-4061 | 0.064265.6 |
Answer applicants' questions about benefits and claim procedures.43-4061 | 0.011712.0 |
Provide applicants with assistance in completing application forms such as those for job referrals or unemployment compensation claims.43-4061 | 0.011511.7 |
Check with employers or other references to verify answers and obtain further information.43-4061 | 0.00525.3 |
Compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status.43-4061 | 0.00292.9 |
Refer applicants to job openings or to interviews with other staff, in accordance with administrative guidelines or office procedures.43-4061 | 0.00252.5 |
| 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. | |
Interview benefits recipients at specified intervals to certify their eligibility for continuing benefits. | —0 |
Initiate procedures to grant, modify, deny, or terminate assistance, or refer applicants to other agencies for assistance. | —0 |
Interview and investigate applicants for public assistance to gather information pertinent to their applications. | —0 |
Keep records of assigned cases, and prepare required reports. | —0 |
Schedule benefits claimants for adjudication interviews to address questions of eligibility. | —0 |
Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services. | —0 |
Provide social workers with pertinent information gathered during applicant interviews. | —0 |
Compute and authorize amounts of assistance for programs such as grants, monetary payments, and food stamps. | —0 |
Monitor the payments of benefits throughout the duration of a claim. | —0 |
Investigate claimants for the possibility of fraud or abuse. | —0 |
Conduct annual, interim, and special housing reviews and home visits to ensure conformance to regulations. | —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 |
|---|---|
Answer applicants' questions about benefits and claim procedures.O*NET Task ID 9732 | 1.0 |
Interpret and explain information such as eligibility requirements, application details, payment methods, and applicants' legal rights.O*NET Task ID 9734 | 1.0 |
Keep records of assigned cases, and prepare required reports.O*NET Task ID 9739 | 1.0 |
Prepare applications and forms for applicants for such purposes as school enrollment, employment, and medical services.O*NET Task ID 9741 | 1.0 |
Provide social workers with pertinent information gathered during applicant interviews.O*NET Task ID 9743 | 1.0 |
Compute and authorize amounts of assistance for programs, such as grants, monetary payments, and food stamps.O*NET Task ID 9744 | 1.0 |
Provide applicants with assistance in completing application forms, such as those for job referrals or unemployment compensation claims.O*NET Task ID 9746 | 1.0 |
Interview benefits recipients at specified intervals to certify their eligibility for continuing benefits.O*NET Task ID 9733 | 0.5 |
Initiate procedures to grant, modify, deny, or terminate assistance, or refer applicants to other agencies for assistance.O*NET Task ID 9735 | 0.5 |
Compile, record, and evaluate personal and financial data to verify completeness and accuracy, and to determine eligibility status.O*NET Task ID 9736 | 0.5 |
Conduct annual, interim, and special housing reviews and home visits to ensure conformance to regulations.O*NET Task ID 9748 | 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