مديرو العقارات والمجتمعات
الإدارةالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: 2026-08
مرتفع· نسبي
منخفضأربع فئات نسبيةمرتفع جدًاقيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
أربع فئات نسبية (منخفض / متوسط / مرتفع / مرتفع جدًا)
831 مهنة تفصيلية في جدول توقعات التوظيف لدى BLS. وتُسند القيمة على مستوى رمز مصفوفة التوظيف الوطنية (NEM)، فالمهن التي تشترك في الرمز نفسه تأخذ النطاق نفسه
- مصدر البيانات: Anthropicتاريخ النشر: 2026-03
0.165
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.35
0.09نطاق القيم المعروضة هنا0.70قيمة على مستوى المجموعة المهنية
المقياس والأساس والمصدر
مؤشر التعرّض للذكاء الاصطناعي التوليدي، 0–1 كما نُشر
وحدة التصنيف ISCO-08 — تأخذ كل المهن ذات الرمز نفسه هذه القيمة
محسوب من قِبل هذا الموقع وليس منشورًا من منظمة العمل الدولية: من بين 1,012 مهنة يربطها هذا الموقع بمجموعة بيانات المنظمة، تبلغ نسبة التي تساوي هذه القيمة أو تتجاوزها 61%.
ما نوع القيمة التي ينشرها هذا المصدر
فئة BLS رتبة نسبية لا مستوى مطلق، وليست قياسًا مباشرًا: فهي تجمع الرتب المئينية للمهنة في عدة دراسات منشورة في أربع فئات. وهي ليست توقّعًا للتوظيف أو الأجور، ولا احتمالًا للتبني، ولا تفرّق بين الأتمتة والتعزيز.
Task-level exposure
المهام ذات التعرض فقط| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Manage and oversee operations, maintenance, administration, and improvement of commercial, industrial, or residential properties.11-9141 | 0.007725.6 | —0 |
Negotiate the sale, lease, or development of property and complete or review appropriate documents and forms.11-9141 | 0.005016.6 | 0.003012.2 |
Maintain records of sales, rental or usage activity, special permits issued, maintenance and operating costs, or property availability.11-9141 | 0.003612.1 | 0.016367.0 |
Plan, schedule, and coordinate general maintenance, major repairs, and remodeling or construction projects for commercial or residential properties.11-9141 | 0.003411.4 | 0.00239.6 |
Meet with prospective tenants to show properties, explain terms of occupancy, and provide information about local areas.11-9141 | 0.003010.0 | —0 |
Market vacant space to prospective tenants through leasing agents, advertising, or other methods.11-9141 | 0.003010.0 | —0 |
Review rents to ensure that they are in line with rental markets.11-9141 | 0.00268.7 | —0 |
Act as liaisons between on-site managers or tenants and owners.11-9141 | 0.00175.5 | —0 |
Investigate complaints, disturbances and violations and resolve problems following management rules and regulations. | —0 | 0.002811.3 |
| 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 |
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 |
Determine and certify the eligibility of prospective tenants, following government regulations. | —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