账单和账户催收员
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
0.299
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
0.43
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 30%。
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 % | APIRaw / share % |
|---|---|---|
Advise customers of necessary actions and strategies for debt repayment.43-3011 | 0.015452.4 | 0.00507.3 |
Locate and notify customers of delinquent accounts by mail, telephone, or personal visits to solicit payment.43-3011 | 0.004816.3 | 0.039457.4 |
Arrange for debt repayment or establish repayment schedules, based on customers' financial situations.43-3011 | 0.003712.6 | 0.00253.6 |
Record information about financial status of customers and status of collection efforts.43-3011 | 0.003411.6 | 0.014821.6 |
Confer with customers by telephone or in person to determine reasons for overdue payments and to review the terms of sales, service, or credit contracts.43-3011 | 0.00217.1 | 0.00446.4 |
Locate and monitor overdue accounts, using computers and a variety of automated systems. | —0 | 0.00253.6 |
| Not observed on any surface — 9 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. | ||
Persuade customers to pay amounts due on credit accounts, damage claims, or nonpayable checks, or to return merchandise. | —0 | —0 |
Sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports. | —0 | —0 |
Perform various administrative functions for assigned accounts, such as recording address changes and purging the records of deceased customers. | —0 | —0 |
Trace delinquent customers to new addresses by inquiring at post offices, telephone companies, credit bureaus, or through the questioning of neighbors. | —0 | —0 |
Answer customer questions regarding problems with their accounts. | —0 | —0 |
Receive payments and post amounts paid to customer accounts. | —0 | —0 |
Negotiate credit extensions when necessary. | —0 | —0 |
Notify credit departments, order merchandise repossession or service disconnection, and turn over account records to attorneys when customers fail to respond to collection attempts. | —0 | —0 |
Contact insurance companies to check on status of claims payments and write appeal letters for denial on claims. | —0 | —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 |
|---|---|
Receive payments and post amounts paid to customer accounts.O*NET Task ID 2472 | 1.0 |
Record information about financial status of customers and status of collection efforts.O*NET Task ID 2474 | 1.0 |
Advise customers of necessary actions and strategies for debt repayment.O*NET Task ID 2477 | 1.0 |
Sort and file correspondence and perform miscellaneous clerical duties, such as answering correspondence and writing reports.O*NET Task ID 2479 | 1.0 |
Perform various administrative functions for assigned accounts, such as recording address changes and purging the records of deceased customers.O*NET Task ID 2480 | 1.0 |
Contact insurance companies to check on status of claims payments and write appeal letters for denial on claims.O*NET Task ID 18560 | 1.0 |
Locate and monitor overdue accounts, using computers and a variety of automated systems.O*NET Task ID 2473 | 0.5 |
Locate and notify customers of delinquent accounts by mail, telephone, or personal visits to solicit payment.O*NET Task ID 2475 | 0.5 |
Confer with customers by telephone or in person to determine reasons for overdue payments and to review the terms of sales, service, or credit contracts.O*NET Task ID 2476 | 0.5 |
Persuade customers to pay amounts due on credit accounts, damage claims, or nonpayable checks, or to return merchandise.O*NET Task ID 2478 | 0.5 |
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