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 % |
|---|---|---|
Prepare or direct preparation of correspondence, reports, and operations, maintenance, and safety manuals.11-3071 | 0.020441.4 | 0.00212.0 |
Analyze all aspects of corporate logistics to determine the most cost-effective or efficient means of transporting products or supplies.11-3071 | 0.005210.5 | 0.00696.6 |
Analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.11-3071 | 0.00499.9 | 0.00373.5 |
Communicate freight transportation information to customers or suppliers, using transportation management, electronic logistics marketplace, or electronic freight information systems, to improve efficiency, speed, or quality of transportation services.11-3071 | 0.00428.5 | —0 |
Recommend purchase of new or improved technology, such as automated systems.11-3071 | 0.00408.1 | —0 |
Respond to customers' or shippers' questions and complaints regarding storage and distribution services.11-3071 | 0.00275.5 | 0.00161.6 |
Resolve problems concerning transportation, logistics systems, imports or exports, or customer issues.11-3071 | 0.00255.1 | 0.020619.6 |
Collaborate with other managers or staff members to formulate and implement policies, procedures, goals, or objectives.11-3071 | 0.00214.3 | —0 |
Plan or implement improvements to internal or external logistics systems or processes.11-3071 | 0.00173.4 | —0 |
Monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations.11-3071 | 0.00163.2 | 0.062759.8 |
| Not observed on any surface — 76 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. | ||
Direct activities related to dispatching, routing, or tracking transportation vehicles, such as aircraft or railroad cars. | —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 |
Direct investigations to verify and resolve customer or shipper complaints. | —0 | —0 |
Serve as contact persons for all workers within assigned territories. | —0 | —0 |
Promote safe work activities by conducting safety audits, attending company safety meetings, or meeting with individual staff members. | —0 | —0 |
Monitor spending to ensure that expenses are consistent with approved budgets. | —0 | —0 |
Recommend or authorize capital expenditures for acquisition of new equipment or property to increase efficiency and services of operations department. | —0 | —0 |
Prepare management recommendations, such as proposed fee and tariff increases or schedule changes. | —0 | —0 |
Conduct employee training sessions on subjects such as hazardous material handling, employee orientation, quality improvement, or computer use. | —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 |
Implement schedule or policy changes for transportation services. | —0 | —0 |
Direct or coordinate the activities of operations department to obtain use of equipment, facilities, or human resources. | —0 | —0 |
Direct staff performing repairs and maintenance to equipment, vehicles, or facilities. | —0 | —0 |
Develop criteria, application instructions, procedural manuals, or contracts for federal or state public transportation programs. | —0 | —0 |
Set operations policies and standards, including determining safety procedures for the handling of dangerous goods. | —0 | —0 |
Provide administrative or technical assistance to those receiving transportation-related grants. | —0 | —0 |
Direct procurement processes including equipment research and testing, vendor contracts, or requisitions approval. | —0 | —0 |
Develop or implement plans to improve transportation services control from regional to national or global load control center operations. | —0 | —0 |
Direct central load control centers to maximize efficiency and effectiveness of transportation services. | —0 | —0 |
Evaluate transportation vehicles or auxiliary equipment for purchase by considering factors such as fuel economy or aerodynamics. | —0 | —0 |
Identify or select transportation and communications system technologies to reduce costs or environmental impacts. | —0 | —0 |
Conduct investigations in cooperation with government agencies to determine causes of transportation accidents, coordinate cleanup activities, or improve safety procedures. | —0 | —0 |
Supervise clerks assigning tariff classifications or preparing billing. | —0 | —0 |
Negotiate, authorize, or monitor fulfillment of contracts with equipment or materials suppliers. | —0 | —0 |
Participate in union contract negotiations or grievance settlements. | —0 | —0 |
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 |
Review invoices, work orders, consumption reports, or demand forecasts to estimate peak delivery periods and to issue work assignments. | —0 | —0 |
Schedule or monitor air or surface pickup, delivery, or distribution of products or materials. | —0 | —0 |
Interview, select, and train warehouse and supervisory personnel. | —0 | —0 |
Confer with department heads to coordinate warehouse activities, such as production, sales, records control, or purchasing. | —0 | —0 |
Inspect physical conditions of warehouses, vehicle fleets, or equipment and order testing, maintenance, repairs, or replacements. | —0 | —0 |
Develop and document standard and emergency operating procedures for receiving, handling, storing, shipping, or salvaging products or materials. | —0 | —0 |
Issue shipping instructions and provide routing information to ensure that delivery times and locations are coordinated. | —0 | —0 |
Prepare and manage departmental budgets. | —0 | —0 |
Develop or implement plans for facility modification or expansion, such as equipment purchase or changes in space allocation or structural design. | —0 | —0 |
Examine products or materials to estimate quantities or weight and type of container required for storage or transport. | —0 | —0 |
Negotiate with carriers, warehouse operators, or insurance company representatives for services and preferential rates. | —0 | —0 |
Examine invoices and shipping manifests for conformity to tariff and customs regulations. | —0 | —0 |
Arrange for necessary shipping documentation and contact customs officials to effect release of shipments. | —0 | —0 |
Advise sales and billing departments of transportation charges for customers' accounts. | —0 | —0 |
Evaluate freight or inventory costs associated with transit times to ensure that costs are appropriate. | —0 | —0 |
Participate in setting transportation and service rates. | —0 | —0 |
Arrange for storage facilities when required. | —0 | —0 |
Evaluate locations for new warehouses or distribution networks to determine their potential usefulness. | —0 | —0 |
Develop or implement plans for storage and distribution activities that emphasize technological solutions for sustainability, such as investment in smart or eco-friendly containers, dynamic distribution networks, warehouse renovations, or fuel efficient fleets. | —0 | —0 |
Develop storage and distribution models that include factors such as warehouse locations, customer locations, or available transportation modes to maximize operational efficiency or sustainability. | —0 | —0 |
Evaluate contractors or business partners for operational efficiency or safety or environmental performance records. | —0 | —0 |
Evaluate the environmental implications of new warehouses or distribution networks. | —0 | —0 |
Identify and implement carbon minimization activities to offset carbon emissions, such as by planting trees, purchasing carbon credits, or purchasing green technologies, such as air filtration or alternative energy vehicles or power. | —0 | —0 |
Plan or implement environmental training programs and activities. | —0 | —0 |
Select modes of transportation for the distribution of goods that minimize pollution, such as carbon output or other environmental impacts. | —0 | —0 |
Train shipping department personnel in roles or responsibilities regarding global logistics strategies. | —0 | —0 |
Maintain metrics, reports, process documentation, customer service logs, or training or safety records. | —0 | —0 |
Implement specific customer requirements, such as internal reporting or customized transportation metrics. | —0 | —0 |
Develop risk management programs to ensure continuity of supply in emergency scenarios. | —0 | —0 |
Recommend optimal transportation modes, routing, equipment, or frequency. | —0 | —0 |
Participate in carrier management processes, such as selection, qualification, or performance evaluation. | —0 | —0 |
Negotiate transportation rates or services. | —0 | —0 |
Monitor product import or export processes to ensure compliance with regulatory or legal requirements. | —0 | —0 |
Establish or monitor specific supply chain-based performance measurement systems. | —0 | —0 |
Ensure carrier compliance with company policies or procedures for product transit or delivery. | —0 | —0 |
Direct distribution center operation to ensure achievement of cost, productivity, accuracy, or timeliness objectives. | —0 | —0 |
Create policies or procedures for logistics activities. | —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 |
Analyze the financial impact of proposed logistics changes, such as routing, shipping modes, product volumes or mixes, or carriers. | —0 | —0 |
Supervise the work of logistics specialists, planners, or schedulers. | —0 | —0 |
Plan or implement material flow management systems to meet production requirements. | —0 | —0 |
Direct inbound or outbound logistics operations, such as transportation or warehouse activities, safety performance, or logistics quality management. | —0 | —0 |
Direct or coordinate comprehensive logistical or reverse logistical functions for product life cycles, including acquisition, distribution, internal allocation, delivery, recycling, reuse, or final disposal of resources. | —0 | —0 |
Negotiate with suppliers or customers to improve supply chain efficiency or sustainability. | —0 | —0 |
Review global, national, or regional transportation or logistics reports for ways to improve efficiency or minimize the environmental impact of logistics activities. | —0 | —0 |
Design models for use in evaluating logistics programs or services. | —0 | —0 |
Prepare or file environmental certification applications. | —0 | —0 |
Conduct or review environmental audits for logistics activities, such as storage, distribution, or transportation. | —0 | —0 |
Develop plans or set goals to reduce carbon emissions associated with storage or transport activities. | —0 | —0 |
Data sources & licenses — O*NET®, Anthropic Economic Index: see full notices on the Credits page