مديرو تسويق المؤثرين
المبيعات والتسويقالتعرّض للذكاء الاصطناعي
- مصدر البيانات: BLSتاريخ النشر: 2026-08
مرتفع جدًا· 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
0.173
0.000نطاق القيم المعروضة هنا0.745المقياس والأساس والمصدر
- مصدر البيانات: ILOتاريخ النشر: 2025
0.39
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 44%.
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 % |
|---|---|
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 |
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 |
|---|---|
Prepare budgets and submit estimates for program costs as part of campaign plan development.O*NET Task ID 3223 | 0.5 |
Plan and prepare advertising and promotional material to increase sales of products or services, working with customers, company officials, sales departments, and advertising agencies.O*NET Task ID 3224 | 0.5 |
Inspect layouts and advertising copy, and edit scripts, audio, video, and other promotional material for adherence to specifications.O*NET Task ID 3226 | 0.5 |
Coordinate activities of departments, such as sales, graphic arts, media, finance, and research.O*NET Task ID 3227 | 0.5 |
Prepare and negotiate advertising and sales contracts.O*NET Task ID 3228 | 0.5 |
Identify and develop contacts for promotional campaigns and industry programs that meet identified buyer targets, such as dealers, distributors, or consumers.O*NET Task ID 3229 | 0.5 |
Confer with department heads or staff to discuss topics such as contracts, selection of advertising media, or product to be advertised.O*NET Task ID 3231 | 0.5 |
Monitor and analyze sales promotion results to determine cost effectiveness of promotion campaigns.O*NET Task ID 3233 | 0.5 |
Read trade journals and professional literature to stay informed on trends, innovations, and changes that affect media planning.O*NET Task ID 3234 | 0.5 |
Formulate plans to extend business with established accounts and to transact business as agent for advertising accounts.O*NET Task ID 3235 | 0.5 |
Represent company at trade association meetings to promote products.O*NET Task ID 3245 | 0.0 |
Attend or participate in conferences, community events, and promotional events related to products or technologies.O*NET Task ID 21219 | 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