不動産ブローカー
営業・マーケティングAI露出度
- データ出典: BLS公表時点: 2026-08
非常に高い· 相対
低い4段階の相対区分非常に高い職業群単位の値
尺度・母数・出典
4段階の相対区分（低い / 中程度 / 高い / 非常に高い）
BLS雇用見通し表の詳細職業831件が母数。値は NEM(全国雇用マトリクス)コード単位で付与されるため、同じ NEM コードの職業は同じバンドになります
- データ出典: Anthropic公表時点: 2026-03
0.261
0.000ここに掲載された値の範囲0.745尺度・母数・出典
- データ出典: ILO公表時点: 2025
0.35
0.09ここに掲載された値の範囲0.70職業群単位の値
尺度・母数・出典
生成AI露出度指数、公開されたまま0–1
ISCO-08の職業小分類単位 — 同じコードの職業はすべて同じ値
当サイトの算出であり、ILOが公表した数値ではありません。当サイトがILOデータセットに結び付けた職業1,012件のうち、この値以上のものは61%です。
この出典がどのような性格の値か
BLSの区分は絶対水準ではなく相対順位であり、一次測定でもありません。複数の既存研究が付けた職業別パーセンタイル順位を4段階にまとめた値です。雇用や賃金の予測でもなく、導入確率でもなく、自動化と増強を区別しません。
Task-level exposure
露出のある作業のみ| Task | Claude.aiRaw / share % |
|---|---|
Maintain knowledge of real estate law, local economies, fair housing laws, types of available mortgages, financing options, and government programs.41-9021 | 0.025436.9 |
Appraise property values, assessing income potential when relevant.41-9021 | 0.009413.7 |
Generate lists of properties for sale, their locations, descriptions, and available financing options, using computers.41-9021 | 0.00689.9 |
Act as an intermediary in negotiations between buyers and sellers over property prices and settlement details and during the closing of sales.41-9021 | 0.00476.9 |
Maintain awareness of current income tax regulations, local zoning, building and tax laws, and growth possibilities of the area where a property is located.41-9021 | 0.00456.6 |
Compare a property with similar properties that have recently sold to determine its competitive market price.41-9021 | 0.00436.3 |
Arrange for financing of property purchases.41-9021 | 0.00375.4 |
Rent properties or manage rental properties.41-9021 | 0.00365.2 |
Obtain agreements from property owners to place properties for sale with real estate firms.41-9021 | 0.00324.6 |
Maintain working knowledge of various factors that determine a farm's capacity to produce, such as agricultural variables and proximity to market centers and transportation facilities.41-9021 | 0.00324.6 |
| 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. | |
Sell, for a fee, real estate owned by others. | —0 |
Monitor fulfillment of purchase contract terms to ensure that they are handled in a timely manner. | —0 |
Check work completed by loan officers, attorneys, or other professionals to ensure that it is performed properly. | —0 |
Manage or operate real estate offices, handling associated business details. | —0 |
Arrange for title searches of properties being sold. | —0 |
Supervise agents who handle real estate transactions. | —0 |
Give buyers virtual tours of properties in which they are interested, using computers. | —0 |
Review property details to ensure that environmental regulations are met. | —0 |
Develop, sell, or lease property used for industry or manufacturing. | —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 |
|---|---|
Sell, for a fee, real estate owned by others.O*NET Task ID 4599 | 0.5 |
Obtain agreements from property owners to place properties for sale with real estate firms.O*NET Task ID 4600 | 0.5 |
Monitor fulfillment of purchase contract terms to ensure that they are handled in a timely manner.O*NET Task ID 4601 | 0.5 |
Compare a property with similar properties that have recently sold to determine its competitive market price.O*NET Task ID 4602 | 0.5 |
Act as an intermediary in negotiations between buyers and sellers over property prices and settlement details and during the closing of sales.O*NET Task ID 4603 | 0.5 |
Generate lists of properties for sale, their locations, descriptions, and available financing options, using computers.O*NET Task ID 4604 | 0.5 |
Maintain knowledge of real estate law, local economies, fair housing laws, types of available mortgages, financing options, and government programs.O*NET Task ID 4605 | 0.5 |
Check work completed by loan officers, attorneys, or other professionals to ensure that it is performed properly.O*NET Task ID 4606 | 0.5 |
Arrange for financing of property purchases.O*NET Task ID 4607 | 0.5 |
Appraise property values, assessing income potential when relevant.O*NET Task ID 4608 | 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