物业与房地产管理人员
管理AI暴露度
- 数据来源: BLS发布时间: 2026-08
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
0.165
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
0.35
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 61%。
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 % |
|---|---|---|
Manage and oversee operations, maintenance, administration, and improvement of commercial, industrial, or residential properties.11-9141 | 0.017335.5 | —0 |
Negotiate the sale, lease, or development of property and complete or review appropriate documents and forms.11-9141 | 0.008016.4 | 0.00325.1 |
Maintain records of sales, rental or usage activity, special permits issued, maintenance and operating costs, or property availability.11-9141 | 0.006813.9 | 0.040765.1 |
Meet with prospective tenants to show properties, explain terms of occupancy, and provide information about local areas.11-9141 | 0.006212.7 | 0.007712.4 |
Review rents to ensure that they are in line with rental markets.11-9141 | 0.00336.8 | 0.00355.6 |
Act as liaisons between on-site managers or tenants and owners.11-9141 | 0.00295.9 | —0 |
Market vacant space to prospective tenants through leasing agents, advertising, or other methods.11-9141 | 0.00265.3 | 0.00172.8 |
Plan, schedule, and coordinate general maintenance, major repairs, and remodeling or construction projects for commercial or residential properties.11-9141 | 0.00173.5 | 0.00274.3 |
Determine and certify the eligibility of prospective tenants, following government regulations. | —0 | 0.00304.8 |
| Not observed on any surface — 18 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. | ||
Direct collection of monthly assessments, rental fees, and deposits and payment of insurance premiums, mortgage, taxes, and incurred operating expenses. | —0 | —0 |
Inspect grounds, facilities, and equipment routinely to determine necessity of repairs or maintenance. | —0 | —0 |
Investigate complaints, disturbances and violations and resolve problems following management rules and regulations. | —0 | —0 |
Prepare detailed budgets and financial reports for properties. | —0 | —0 |
Direct and coordinate the activities of staff and contract personnel and evaluate their performance. | —0 | —0 |
Maintain contact with insurance carriers, fire and police departments, and other agencies to ensure protection and compliance with codes and regulations. | —0 | —0 |
Solicit and analyze bids from contractors for repairs, renovations, and maintenance. | —0 | —0 |
Prepare and administer contracts for provision of property services such as cleaning, maintenance, and security services. | —0 | —0 |
Purchase building and maintenance supplies, equipment, or furniture. | —0 | —0 |
Meet with boards of directors and committees to discuss and resolve legal and environmental issues or disputes between neighbors. | —0 | —0 |
Meet with clients to negotiate management and service contracts, determine priorities, and discuss the financial and operational status of properties. | —0 | —0 |
Confer regularly with community association members to ensure their needs are being met. | —0 | —0 |
Confer with legal authorities to ensure that renting and advertising practices are not discriminatory and that properties comply with state and federal regulations. | —0 | —0 |
Clean common areas, change light bulbs, and make minor property repairs. | —0 | —0 |
Negotiate short- and long-term loans to finance construction and ownership of structures. | —0 | —0 |
Contract with architectural firms to draw up detailed plans for new structures. | —0 | —0 |
Negotiate with government leaders, businesses, special interest representatives, and utility companies to gain support for new projects and to eliminate potential obstacles. | —0 | —0 |
Analyze information on property values, taxes, zoning, population growth, and traffic volume and patterns to determine if properties should be acquired. | —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 |
|---|---|
Direct collection of monthly assessments, rental fees, and deposits and payment of insurance premiums, mortgage, taxes, and incurred operating expenses.O*NET Task ID 7220 | 0.5 |
Inspect grounds, facilities, and equipment routinely to determine necessity of repairs or maintenance.O*NET Task ID 7221 | 0.5 |
Investigate complaints, disturbances, and violations and resolve problems, following management rules and regulations.O*NET Task ID 7222 | 0.5 |
Plan, schedule, and coordinate general maintenance, major repairs, and remodeling or construction projects for commercial or residential properties.O*NET Task ID 7223 | 0.5 |
Manage and oversee operations, maintenance, administration, and improvement of commercial, industrial, or residential properties.O*NET Task ID 7224 | 0.5 |
Negotiate the sale, lease, or development of property and complete or review appropriate documents and forms.O*NET Task ID 7225 | 0.5 |
Maintain records of sales, rental or usage activity, special permits issued, maintenance and operating costs, or property availability.O*NET Task ID 7226 | 0.5 |
Determine and certify the eligibility of prospective tenants, following government regulations.O*NET Task ID 7227 | 0.5 |
Prepare detailed budgets and financial reports for properties.O*NET Task ID 7228 | 0.5 |
Direct and coordinate the activities of staff and contract personnel and evaluate their performance.O*NET Task ID 7229 | 0.5 |
Meet with prospective tenants to show properties, explain terms of occupancy, and provide information about local areas.O*NET Task ID 7219 | 0.0 |
Confer regularly with community association members to ensure their needs are being met.O*NET Task ID 7237 | 0.0 |
Meet with boards of directors and committees to discuss and resolve legal and environmental issues or disputes between neighbors.O*NET Task ID 7238 | 0.0 |
Clean common areas, change light bulbs, and make minor property repairs.O*NET Task ID 7240 | 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