फार्मास्यूटिकल सेल्स प्रतिनिधि
बिक्री और विपणनAI एक्सपोजर
- डेटा स्रोत: BLSप्रकाशन: 2026-08
बहुत उच्च· सापेक्ष
कमचार सापेक्ष श्रेणियाँबहुत उच्चव्यवसाय-समूह स्तर का मान
मापक्रम, आधार और स्रोत
चार सापेक्ष बैंड (कम / मध्यम / उच्च / बहुत उच्च)
BLS रोज़गार पूर्वानुमान तालिका के 831 विस्तृत व्यवसायों के आधार पर। मान NEM (नेशनल एम्प्लॉयमेंट मैट्रिक्स) कोड के स्तर पर दिया जाता है, इसलिए एक ही NEM कोड वाले व्यवसायों को वही बैंड मिलता है
- डेटा स्रोत: Anthropicप्रकाशन: 2026-03
0.271
0.000यहाँ दिए गए मानों की सीमा0.745मापक्रम, आधार और स्रोत
- डेटा स्रोत: ILOप्रकाशन: 2025
0.50
0.09यहाँ दिए गए मानों की सीमा0.70व्यवसाय-समूह स्तर का मान
मापक्रम, आधार और स्रोत
जेनरेटिव AI एक्सपोजर सूचकांक, प्रकाशित रूप में 0–1
ISCO-08 यूनिट समूह — समान कोड वाले सभी व्यवसायों को यही मान मिलता है
यह इस साइट की गणना है, ILO द्वारा प्रकाशित आँकड़ा नहीं: इस साइट द्वारा ILO डेटासेट से जोड़े गए 1,012 व्यवसायों में से 17% इस मान के बराबर या उससे अधिक हैं।
यह स्रोत किस प्रकार का आँकड़ा प्रकाशित करता है
BLS की श्रेणी सापेक्ष रैंक है, निरपेक्ष स्तर नहीं, और यह प्रथम-हस्त माप भी नहीं है: यह कई प्रकाशित अध्ययनों में व्यवसाय की पर्सेंटाइल रैंकों को चार बैंडों में बांटती है। यह रोज़गार या वेतन का पूर्वानुमान नहीं है, न अपनाए जाने की संभावना, और यह स्वचालन और संवर्धन में अंतर नहीं करती।
Task-level exposure
केवल एक्सपोज़र वाले कार्य| Task | Claude.aiRaw / share % | APIRaw / share % |
|---|---|---|
Answer customers' questions about products, prices, availability, or credit terms.41-4011 | 0.286055.5 | 0.143815.3 |
Prepare sales presentations or proposals to explain product specifications or applications.41-4011 | 0.058211.3 | 0.08338.8 |
Study documentation or other information for new scientific or technical products.41-4011 | 0.055410.7 | 0.08809.3 |
Contact new or existing customers to discuss how specific products or services can meet their needs.41-4011 | 0.03667.1 | 0.466849.6 |
Select or assist customers in selecting products based on customer needs, product specifications, and applicable regulations.41-4011 | 0.01953.8 | 0.00680.7 |
Provide customers with information such as quotes, orders, sales, shipping, warranties, credit, funding options, incentives, or tax rebates.41-4011 | 0.00721.4 | 0.01451.5 |
Provide technical information about solar power, solar systems, equipment, and services to potential customers or dealers.41-4011 | 0.00721.4 | 0.00360.4 |
Advise customers on product usage to improve production.41-4011 | 0.00701.4 | —0 |
Maintain customer records, using automated systems.41-4011 | 0.00631.2 | 0.06206.6 |
Attend sales or trade meetings or read related publications to obtain information about market conditions, business trends, environmental regulations, or industry developments.41-4011 | 0.00561.1 | 0.00440.5 |
| Not observed on any surface — 23 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. | ||
Visit establishments to evaluate needs or to promote product or service sales. | —0 | —0 |
Complete expense reports, sales reports, or other paperwork. | —0 | —0 |
Compute customer's installation or production costs and estimate savings from new services, products, or equipment. | —0 | —0 |
Stock or distribute resources, such as samples or promotional or educational materials. | —0 | —0 |
Verify that delivery schedules meet project deadlines. | —0 | —0 |
Provide feedback to product design teams so that products can be tailored to clients' needs. | —0 | —0 |
Arrange for installation and testing of products or machinery. | —0 | —0 |
Consult with engineers regarding technical problems with products. | —0 | —0 |
Inform customers about issues related to responsible use and disposal of products, such as waste reduction or product or byproduct recycling or disposal. | —0 | —0 |
Present information to customers about the energy efficiency or environmental impact of scientific or technical products. | —0 | —0 |
Research and convey information to customers about tax benefits or government rebates associated with energy-efficient scientific or technical products, such as solar panels. | —0 | —0 |
Sell technical and scientific products that are environmentally sound or designed for environmental remediation. | —0 | —0 |
Sell service contracts for technical or scientific products. | —0 | —0 |
Demonstrate the operation or use of technical or scientific products. | —0 | —0 |
Initiate sales campaigns to meet sales and production expectations. | —0 | —0 |
Verify accuracy of materials lists. | —0 | —0 |
Verify customer credit ratings. | —0 | —0 |
Appraise equipment to determine contract terms or trade-in values. | —0 | —0 |
Assess sites to determine suitability for solar equipment, using equipment such as tape measures, compasses, and computer software. | —0 | —0 |
Calculate potential solar resources or solar array production for a particular site considering issues such as climate, shading, and roof orientation. | —0 | —0 |
Create customized energy management packages to satisfy customer needs. | —0 | —0 |
Prepare or review detailed design drawings, specifications, or lists related to solar installations. | —0 | —0 |
Demonstrate use of solar and related equipment to customers or dealers. | —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 |
|---|---|
Generate solar energy customer leads to develop new accounts.O*NET Task ID 17654 | 0.5 |
Prepare proposals, quotes, contracts, or presentations for potential solar customers.O*NET Task ID 17655 | 0.5 |
Select solar energy products, systems, or services for customers based on electrical energy requirements, site conditions, price, or other factors.O*NET Task ID 17656 | 0.5 |
Assess sites to determine suitability for solar equipment, using equipment such as tape measures, compasses, and computer software.O*NET Task ID 17657 | 0.5 |
Calculate potential solar resources or solar array production for a particular site considering issues such as climate, shading, and roof orientation.O*NET Task ID 17658 | 0.5 |
Create customized energy management packages to satisfy customer needs.O*NET Task ID 17659 | 0.5 |
Develop marketing or strategic plans for sales territories.O*NET Task ID 17660 | 0.5 |
Gather information from prospective customers to identify their solar energy needs.O*NET Task ID 17661 | 0.5 |
Prepare or review detailed design drawings, specifications, or lists related to solar installations.O*NET Task ID 17662 | 0.5 |
Provide customers with information, such as quotes, orders, sales, shipping, warranties, credit, funding options, incentives, or tax rebates.O*NET Task ID 17663 | 0.5 |
Demonstrate use of solar and related equipment to customers or dealers.O*NET Task ID 17666 | 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