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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

    出典データセット（XLSX ファイルのダウンロード）

  • データ出典: Anthropic公表時点: 2026-03

    0.173

    0.000ここに掲載された値の範囲0.745
    尺度・母数・出典

    観測エクスポージャー指数、公開されたまま0–1

    O*NETタスクへの対応づけが基準

    出典データセット

  • データ出典: ILO公表時点: 2025

    0.39

    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44%です。

    出典データセット

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
TaskClaude.aiRaw / share %
Plan and prepare advertising and promotional material to increase sales of products or services, working with customers, company officials, sales departments, and advertising agencies.

11-2011

0.055924.3
Monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.

11-2011

0.045719.9
Analyze the effectiveness of marketing tactics or channels.

11-2011

0.040717.7
Develop communications materials, advertisements, presentations, or public relations initiatives to promote awareness of green products and technologies.

11-2011

0.036816.0
Devise or evaluate methods and procedures for collecting data, such as surveys, opinion polls, and questionnaires.

11-2011

0.01305.7
Generate or identify sales leads for green products and technologies.

11-2011

0.00903.9
Analyze regional energy markets, including energy pricing, market structures, energy generation competition, and energy transmission constraints.

11-2011

0.00542.4
Gather and organize information to plan advertising campaigns.

11-2011

0.00431.9
Write marketing content for green product web sites, brochures, or other communication media.

11-2011

0.00361.6
Represent company at trade association meetings to promote products.

11-2011

0.00331.4
Not observed on any surface — 26 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.
Prepare budgets and submit estimates for program costs as part of campaign plan development.
—0
Assist with annual budget development.
—0
Prepare and negotiate advertising and sales contracts.
—0
Identify and develop contacts for promotional campaigns and industry programs that meet identified buyer targets, such as dealers, distributors, or consumers.
—0
Confer with department heads or staff to discuss topics such as contracts, selection of advertising media, or product to be advertised.
—0
Confer with clients to provide marketing or technical advice.
—0
Formulate plans to extend business with established accounts and to transact business as agent for advertising accounts.
—0
Provide presentation and product demonstration support during the introduction of new products and services to field staff and customers.
—0
Direct, motivate, and monitor the mobilization of a campaign team to advance campaign goals.
—0
Plan and execute advertising policies and strategies for organizations.
—0
Direct and coordinate product research and development.
—0
Consult publications to learn about conventions and social functions and to organize prospect files for promotional purposes.
—0
Coordinate activities of departments, such as sales, graphic arts, media, finance, and research.
—0
Track program budgets and expenses and campaign response rates to evaluate each campaign based on program objectives and industry norms.
—0
Assemble and communicate with a strong, diverse coalition of organizations or public figures, securing their cooperation, support and action, to further campaign goals.
—0
Train and direct workers engaged in developing and producing advertisements.
—0
Coordinate with the media to disseminate advertising.
—0
Contact organizations to explain services and facilities offered.
—0
Manage sales team including setting goals, providing incentives, and evaluating employee performance.
—0
Maintain portfolios of marketing campaigns, strategies, and other marketing products or ideas.
—0
Monitor green-related industry statistics or literature to identify trends.
—0
Conduct research on consumer opinions and buying habits, and identify target audiences for green products, services, or technologies.
—0
Attend or participate in conferences, community events, and promotional events related to green products or technologies.
—0
Develop branding or sales initiatives for green products, such as solar energy systems, green cleaning products, or products using renewable or recycled materials.
—0
Develop comprehensive marketing strategies, using knowledge of green products and technologies, markets, and regulations.
—0
Coordinate with other marketing team members and workers such as graphic artists to develop and implement marketing programs.
—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

職業情報