बेड़ा प्रबंधक
परिवहन और सामग्री स्थानांतरणAI 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
0.096
0.000यहाँ दिए गए मानों की सीमा0.745मापक्रम, आधार और स्रोत
- डेटा स्रोत: ILOप्रकाशन: 2025
0.38
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 48% 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 % |
|---|---|---|
Analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.11-3071 | 0.090069.2 | 0.020018.2 |
Plan or implement improvements to internal or external systems or processes.11-3071 | 0.040030.8 | 0.030027.3 |
Analyze inventories to determine how to increase inventory turns, reduce waste, or optimize customer service.11-3071 | 0.00000.0 | 0.020018.2 |
Analyze information about supplier performance or procurement program success.11-3071 | 0.00000.0 | 0.020018.2 |
Analyze all aspects of corporate logistics to determine the most cost-effective or efficient means of transporting products or supplies.11-3071 | 0.00000.0 | 0.01009.1 |
Resolve problems concerning transportation, logistics systems, imports or exports, or customer issues.11-3071 | 0.00000.0 | 0.00000.0 |
Monitor inventory levels of products or materials in warehouses.11-3071 | 0.00000.0 | 0.00000.0 |
Maintain metrics, reports, process documentation, customer service logs, or training or safety records.11-3071 | 0.00000.0 | 0.00000.0 |
Forecast material costs or develop standard cost lists.11-3071 | 0.00000.0 | —0 |
Analyze the financial impact of proposed logistics changes, such as routing, shipping modes, product volumes or mixes, or carriers.11-3071 | 0.00000.0 | —0 |
Prepare management recommendations, such as proposed fee and tariff increases or schedule changes.11-3071 | 0.00000.0 | —0 |
Develop or implement plans for facility modification or expansion, such as equipment purchase or changes in space allocation or structural design.11-3071 | 0.00000.0 | —0 |
Review invoices, work orders, consumption reports, or demand forecasts to estimate peak performance periods and to issue work assignments. | —0 | 0.01009.1 |
Monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations. | —0 | 0.00000.0 |
Examine invoices and shipping manifests for conformity to tariff and customs regulations. | —0 | 0.00000.0 |
| Not observed on any surface — 45 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. | ||
Supervise the activities of workers engaged in receiving, storing, testing, and shipping products or materials. | —0 | —0 |
Plan, develop, or implement warehouse safety and security programs and activities. | —0 | —0 |
Inspect physical conditions of warehouses, vehicle fleets, or equipment and order testing, maintenance, repairs, or replacements. | —0 | —0 |
Plan, organize, or manage the work of subordinate staff to ensure that the work is accomplished in a manner consistent with organizational requirements. | —0 | —0 |
Collaborate with other departments to integrate logistics with business systems or processes, such as customer sales, order management, accounting, or shipping. | —0 | —0 |
Develop and document standard and emergency operating procedures for receiving, handling, storing, shipping, or salvaging products or materials. | —0 | —0 |
Establish or monitor specific supply chain-based performance measurement systems. | —0 | —0 |
Prepare and manage departmental budgets. | —0 | —0 |
Monitor product import or export processes to ensure compliance with regulatory or legal requirements. | —0 | —0 |
Interview, select, and train warehouse and supervisory personnel. | —0 | —0 |
Advise sales and billing departments of transportation charges for customers' accounts. | —0 | —0 |
Confer with department heads to coordinate warehouse activities, such as production, sales, records control, or purchasing. | —0 | —0 |
Implement specific customer requirements, such as internal reporting or customized transportation metrics. | —0 | —0 |
Plan or implement energy saving changes to transportation services, such as reducing routes, optimizing capacities, employing alternate modes of transportation, or minimizing idling. | —0 | —0 |
Evaluate contractors or business partners for operational efficiency or safety or environmental performance records. | —0 | —0 |
Negotiate with carriers, warehouse operators, or insurance company representatives for services and preferential rates. | —0 | —0 |
Direct inbound or outbound operations, such as transportation or warehouse activities, safety performance, and logistics quality management. | —0 | —0 |
Recommend or authorize capital expenditures for acquisition of new equipment or property to increase efficiency and services. | —0 | —0 |
Select transportation routes to maximize economy by combining shipments or consolidating warehousing and distribution. | —0 | —0 |
Diagram supply chain models to help facilitate discussions with customers. | —0 | —0 |
Negotiate prices and terms with suppliers, vendors, or freight forwarders. | —0 | —0 |
Meet with suppliers to discuss performance metrics, to provide performance feedback, or to discuss production forecasts or changes. | —0 | —0 |
Document physical supply chain processes, such as workflows, cycle times, position responsibilities, or system flows. | —0 | —0 |
Develop or implement procedures or systems to evaluate or select suppliers. | —0 | —0 |
Design or implement plant warehousing strategies for production materials or finished products. | —0 | —0 |
Confer with supply chain planners to forecast demand or create supply plans that ensure availability of materials or products. | —0 | —0 |
Define performance metrics for measurement, comparison, or evaluation of supply chain factors, such as product cost or quality. | —0 | —0 |
Participate in the coordination of engineering changes, product line extensions, or new product launches to ensure orderly and timely transitions in material or production flow. | —0 | —0 |
Develop procedures for coordination of supply chain management with other functional areas, such as sales, marketing, finance, production, or quality assurance. | —0 | —0 |
Design or implement supply chains that support business strategies adapted to changing market conditions, new business opportunities, or cost reduction strategies. | —0 | —0 |
Design or implement supply chains that support environmental policies. | —0 | —0 |
Design, implement, or oversee product take back or reverse logistics programs to ensure products are recycled, reused, or responsibly disposed. | —0 | —0 |
Evaluate and select information or other technology solutions to improve tracking and reporting of materials or products distribution, storage, or inventory. | —0 | —0 |
Identify opportunities to reuse or recycle materials to minimize consumption of new materials, minimize waste, or to convert wastes to by-products. | —0 | —0 |
Review or update supply chain practices in accordance with new or changing environmental policies, standards, regulations, or laws. | —0 | —0 |
Determine appropriate equipment and staffing levels to load, unload, move, or store materials. | —0 | —0 |
Manage activities related to strategic or tactical purchasing, material requirements planning, controlling inventory, warehousing, or receiving. | —0 | —0 |
Implement new or improved supply chain processes to improve efficiency or performance. | —0 | —0 |
Monitor suppliers' activities to assess performance in meeting quality or delivery requirements. | —0 | —0 |
Monitor forecasts and quotas to identify changes and predict effects on supply chain activities. | —0 | —0 |
Identify or qualify new suppliers in collaboration with other departments, such as procurement, engineering, or quality assurance. | —0 | —0 |
Conduct or oversee the conduct of life cycle analyses to determine the environmental impacts of products, processes, or systems. | —0 | —0 |
Investigate or review the carbon footprints and environmental performance records of current or potential storage and distribution service providers. | —0 | —0 |
Locate or select biodegradable, non-toxic, or other environmentally friendly raw materials for manufacturing processes. | —0 | —0 |
Appraise vendor manufacturing capabilities through on-site observations or other measurements. | —0 | —0 |
Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page