공항 관리자

경영

AI 노출도

  • 데이터 출처: BLS발행 시점: 2026-08

    매우 높음· 상대

    낮음4단계 상대 범주매우 높음

    직업군 단위 값

    척도 · 모수 · 출처

    4단계 상대 범주 (낮음 / 보통 / 높음 / 매우 높음)

    BLS 고용전망 표의 세부직업 831개 기준. 값은 NEM(전국고용매트릭스) 코드 단위로 부여되므로, 같은 NEM 코드를 쓰는 직업은 같은 밴드를 받습니다

    원천 데이터셋 (XLSX 파일 내려받기)

  • 데이터 출처: Anthropic발행 시점: 2026-03

    0.096

    0.000여기 실린 값의 범위0.745
    척도 · 모수 · 출처

    관측 노출 지수, 발행된 그대로 0–1

    O*NET 과업 매핑 기준

    원천 데이터셋

  • 데이터 출처: ILO발행 시점: 2025

    0.38

    0.09여기 실린 값의 범위0.70

    직업군 단위 값

    척도 · 모수 · 출처

    생성형 AI 노출 지수, 발행된 그대로 0–1

    ISCO-08 직업군 단위 — 같은 코드를 쓰는 직업은 모두 같은 값

    본 사이트 산출이며 ILO가 발행한 수치가 아닙니다. 본 사이트가 ILO 데이터셋에 연결한 직업 1,012개 가운데 이 값 이상인 직업이 48%입니다.

    원천 데이터셋

이 원천이 어떤 종류의 값인가

BLS 범주는 절대 수준이 아니라 상대 순위이며, 1차 측정도 아닙니다. 여러 선행 연구가 매긴 직업별 백분위 순위를 4단계로 묶은 값입니다. 고용·임금 예측도, 도입 확률도 아니며 자동화와 증강을 구분하지 않습니다.

작업별 노출도

노출된 작업만
작업Claude.ai원천값 / 비중 %API원천값 / 비중 %
서신·보고서와 운영·유지보수·안전 지침서를 작성하거나 그 작성을 총괄한다.

Prepare or direct preparation of correspondence, reports, and operations, maintenance, and safety manuals.

11-3071

0.023144.20.00481.7
이익을 늘리거나 서비스를 개선하기 위한 계획·정책·예산을 수립하려고 지출과 그 밖의 재무 정보를 분석한다.

Analyze expenditures and other financial information to develop plans, policies, or budgets for increasing profits or improving services.

11-3071

0.010720.40.00471.7
제품이나 물자를 운송하는 가장 비용 효율적이거나 효율적인 수단을 결정하기 위해 기업 물류의 모든 측면을 분석한다.

Analyze all aspects of corporate logistics to determine the most cost-effective or efficient means of transporting products or supplies.

11-3071

0.005911.30.01314.8
자동화 시스템 같은 새 기술이나 개선된 기술의 구매를 권고한다.

Recommend purchase of new or improved technology, such as automated systems.

11-3071

0.00417.9—0
보관과 배송 서비스에 관한 고객이나 화주의 질문과 불만에 대응한다.

Respond to customers' or shippers' questions and complaints regarding storage and distribution services.

11-3071

0.00254.80.00501.8
직원이 행정 정책과 절차, 안전 규칙, 노동조합 계약, 환경 정책, 정부 규정을 준수하도록 운영을 감시한다.

Monitor operations to ensure that staff members comply with administrative policies and procedures, safety rules, union contracts, environmental policies, or government regulations.

11-3071

0.00244.60.234185.8
내부나 외부 물류 시스템이나 프로세스의 개선을 계획하거나 시행한다.

Plan or implement improvements to internal or external logistics systems or processes.

11-3071

0.00203.8—0
최적의 운송 수단·경로 설정·장비·운행 빈도를 권고한다.

Recommend optimal transportation modes, routing, equipment, or frequency.

11-3071

0.00163.0—0
운송·물류 시스템·수출입 또는 고객 관련 문제를 해결한다.

Resolve problems concerning transportation, logistics systems, imports or exports, or customer issues.

—00.00943.5
Issue shipping instructions and provide routing information to ensure that delivery times and locations are coordinated.
—00.00170.6
모든 표면에서 관측 없음 78건 — 원천에 해당 릴리스 행이 없는 태스크입니다. 비중 0은 표시 단계의 구성비이고, 부재는 원천값 칸의 —가 나타냅니다.
Direct activities related to dispatching, routing, or tracking transportation vehicles, such as aircraft or railroad cars.
—0—0
부하 직원의 업무가 조직의 요구사항에 부합하는 방식으로 완수되도록 그 업무를 계획·조직·관리한다.

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
고객이나 화주의 불만을 검증하고 해결하도록 조사를 총괄한다.

Direct investigations to verify and resolve customer or shipper complaints.

—0—0
Serve as contact persons for all workers within assigned territories.
—0—0
정책·절차·목적·목표를 수립하고 시행하기 위해 다른 관리자나 직원과 협업한다.

Collaborate with other managers or staff members to formulate and implement policies, procedures, goals, or objectives.

—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
운영 부서의 효율과 서비스를 높이기 위해 새 장비나 자산 취득에 드는 자본 지출을 권고하거나 승인한다.

Recommend or authorize capital expenditures for acquisition of new equipment or property to increase efficiency and services of operations department.

—0—0
요금과 운임 인상안이나 일정 변경 같은 경영 권고안을 작성한다.

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
노선 축소, 수송 능력 최적화, 대체 운송 수단 활용, 공회전 최소화 같은 운송 서비스의 에너지 절감 변경을 계획하거나 적용한다.

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
교통 관련 보조금을 받는 사람에게 행정 지원이나 기술 지원을 제공한다.

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
연비나 공기역학 같은 요인을 고려해 구매할 운송 차량이나 보조 장비를 평가한다.

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
제품이나 자재의 입고·보관·검사·출하 업무를 하는 작업자의 활동을 감독한다.

Supervise the activities of workers engaged in receiving, storing, testing, and shipping products or materials.

—0—0
창고 안전·보안 프로그램과 활동을 계획·개발·시행한다.

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
창고 인력과 관리 인력을 면접·선발·교육한다.

Interview, select, and train warehouse and supervisory personnel.

—0—0
생산·판매·기록 관리나 구매 같은 창고 활동을 조율하기 위해 부서장과 협의한다.

Confer with department heads to coordinate warehouse activities, such as production, sales, records control, or purchasing.

—0—0
창고·차량단·장비의 물리적 상태를 점검하고 검사·유지보수·수리나 교체를 지시한다.

Inspect physical conditions of warehouses, vehicle fleets, or equipment and order testing, maintenance, repairs, or replacements.

—0—0
제품이나 자재를 입고·취급·보관·출하·회수하는 표준 운영 절차와 비상 운영 절차를 수립하고 기록한다.

Develop and document standard and emergency operating procedures for receiving, handling, storing, shipping, or salvaging products or materials.

—0—0
부서 예산을 작성하고 관리한다.

Prepare and manage departmental budgets.

—0—0
Track and trace goods while they are en route to their destinations, expediting orders when necessary.
—0—0
장비 구매나 공간 배정·구조 설계 변경 같은 시설 변경이나 확장 계획을 수립하거나 시행한다.

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
서비스와 우대 요율을 놓고 운송사·창고 운영자나 보험사 대표와 협상한다.

Negotiate with carriers, warehouse operators, or insurance company representatives for services and preferential rates.

—0—0
송장과 적하목록이 관세·통관 규정에 부합하는지 조사한다.

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
고객 계정에 붙는 운송 요금을 영업 부서와 청구 부서에 조언한다.

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
도급업체나 사업 파트너의 운영 효율성, 안전·환경 성과 기록을 평가한다.

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
지표·보고서·프로세스 문서·고객 서비스 기록이나 교육·안전 기록을 관리한다.

Maintain metrics, reports, process documentation, customer service logs, or training or safety records.

—0—0
내부 보고나 맞춤형 운송 지표 같은 고객의 구체적인 요구사항을 시행한다.

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
Participate in carrier management processes, such as selection, qualification, or performance evaluation.
—0—0
Negotiate transportation rates or services.
—0—0
규제나 법적 요건 준수를 확보하도록 제품 수입·수출 프로세스를 감시한다.

Monitor product import or export processes to ensure compliance with regulatory or legal requirements.

—0—0
공급망 기반의 특정 성과 측정 시스템을 수립하거나 감시한다.

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
물류 활동을 위한 정책이나 절차를 수립한다.

Create policies or procedures for logistics activities.

—0—0
고객 판매·주문 관리·회계·출하 같은 사업 시스템이나 프로세스에 물류를 통합하기 위해 다른 부서와 협업한다.

Collaborate with other departments to integrate logistics with business systems or processes, such as customer sales, order management, accounting, or shipping.

—0—0
경로 설정·운송 방식·제품 물량이나 구성·운송업체 같은 물류 변경안이 재무에 미치는 영향을 분석한다.

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
운송 서비스의 효율·속도·품질을 개선하기 위해 운송 관리 시스템·전자 물류 마켓플레이스·전자 화물 정보 시스템을 사용해 화물 운송 정보를 고객이나 공급업체에 전달한다.

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.

—0—0
효율을 높이거나 물류 활동의 환경 영향을 줄일 방법을 찾으려고 세계·국가·지역 단위 운송이나 물류 보고서를 검토한다.

Review global, national, or regional transportation or logistics reports for ways to improve efficiency or minimize the environmental impact of logistics activities.

—0—0
물류 프로그램이나 서비스를 평가하는 데 쓸 모델을 설계한다.

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
탄소나 환경의 관리·회계·감사 시스템을 시행하거나 감시한다.

Implement or monitor carbon or environmental management, accounting, or audit systems.

—0—0
Develop plans or set goals to reduce carbon emissions associated with storage or transport activities.
—0—0

데이터 출처·라이선스 — O*NET®, Anthropic Economic Index: 상세 고지는 크레딧 및 출처 페이지 참조

직업 정보