Property, Real Estate, and Community Association Managers
ManagementAI exposure
- Data source: BLSPublished: 2026-08
High· relative
LowFour relative bandsVery highGroup-level value
Scale, basis and source
Four relative bands (Low / Moderate / High / Very high)
831 detailed occupations in the BLS Employment Projections table. Assigned per National Employment Matrix (NEM) code, so occupations sharing a NEM code carry the same band
- Data source: AnthropicPublished: 2026-03
0.165
0.000Range of values carried here0.745Scale, basis and source
- Data source: ILOPublished: 2025
0.35
0.09Range of values carried here0.70Group-level value
Scale, basis and source
Generative AI exposure index, 0–1 as published
ISCO-08 unit group — every occupation sharing the code gets this value
Computed by this site, not published by the ILO: of the 1,012 occupations this site links to the ILO dataset, 61% score at or above this value.
What kind of figure this source publishes
The BLS category is a relative rank, not an absolute level, and it is not a first-hand measurement: it groups an occupation's percentile ranks across several published studies into four bands. It is not an employment or wage forecast, not a probability of adoption, and it does not separate automation from augmentation.
Task-level exposure
Exposed tasks onlyValues 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®, Eloundou et al. (2023): see full notices on the Credits page