Analistas de Logistica

Transporte e Movimentação de Materiais

Exposição à IA

  • Fonte dos dados: BLSPublicado: 2026-08

    Muito alto· relativa

    BaixoQuatro faixas relativasMuito alto

    Valor por grupo ocupacional

    Escala, base e fonte

    Quatro faixas relativas (Baixo / Moderado / Alto / Muito alto)

    831 ocupações detalhadas da tabela de projeções de emprego do BLS. O valor é atribuído por código da National Employment Matrix (NEM), pelo que as ocupações que partilham um código NEM recebem a mesma banda

    Conjunto de dados de origem (transferência XLSX)

  • Fonte dos dados: AnthropicPublicado: 2026-03

    0.157

    0.000Intervalo dos valores aqui apresentados0.745
    Escala, base e fonte

    Índice de exposição observada, 0–1 tal como publicado

    Mapeado sobre tarefas O*NET

    Conjunto de dados de origem

  • Fonte dos dados: ILOPublicado: 2025

    0.46

    0.09Intervalo dos valores aqui apresentados0.70

    Valor por grupo ocupacional

    Escala, base e fonte

    Índice de exposição à IA generativa, 0–1 tal como publicado

    Grupo de base CITP-08 — todas as ocupações com o mesmo código recebem este valor

    Calculado por este site, não publicado pela OIT: das 1.012 ocupações que este site liga ao conjunto de dados da OIT, 24% atingem ou superam este valor.

    Conjunto de dados de origem

Que tipo de valor esta fonte publica

A categoria de BLS é uma posição relativa, não um nível absoluto, e também não é uma medição de primeira mão: agrupa em quatro faixas as posições percentis da ocupação em vários estudos publicados. Não é uma previsão de emprego ou de salários, não é uma probabilidade de adoção e não distingue automação de aumento.

Task-level exposure

Apenas tarefas expostas
TaskClaude.aiRaw / share %
Develop or maintain payment systems to ensure accuracy of vendor payments.

13-1081

0.055017.3
Analyze or interpret logistics data involving customer service, forecasting, procurement, manufacturing, inventory, transportation, or warehousing.

13-1081

0.02457.7
Develop an understanding of customers' needs and take actions to ensure that such needs are met.

13-1081

0.02357.4
Develop or maintain cost estimates, forecasts, or cost models.

13-1081

0.02217.0
Evaluate the use of technologies, such as global positioning systems (GPS), radio-frequency identification (RFID), route navigation software, or satellite linkup systems, to improve transportation efficiency.

13-1081

0.01956.1
Determine feasibility of designing new facilities or modifying existing facilities, based on factors such as cost, available space, schedule, technical requirements, or ergonomics.

13-1081

0.01625.1
Explain proposed solutions to customers, management, or other interested parties through written proposals and oral presentations.

13-1081

0.01203.8
Develop and implement technical project management tools, such as plans, schedules, and responsibility and compliance matrices.

13-1081

0.01073.4
Analyze logistics data, using methods such as data mining, data modeling, or cost or benefit analysis.

13-1081

0.01033.2
Develop proposals that include documentation for estimates.

13-1081

0.01023.2
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.
Direct availability and allocation of materials, supplies, and finished products.
—0
Collaborate with other departments as necessary to meet customer requirements, to take advantage of sales opportunities or, in the case of shortages, to minimize negative impacts on a business.
—0
Review logistics performance with customers against targets, benchmarks, and service agreements.
—0
Report project plans, progress, and results.
—0
Direct and support the compilation and analysis of technical source data necessary for product development.
—0
Plan, organize, and execute logistics support activities such as maintenance planning, repair analysis, and test equipment recommendations.
—0
Provide project management services, including the provision and analysis of technical data.
—0
Participate in the assessment and review of design alternatives and design change proposal impacts.
—0
Manage subcontractor activities, reviewing proposals, developing performance specifications, and serving as liaisons between subcontractors and organizations.
—0
Manage the logistical aspects of product life cycles, including coordination or provisioning of samples, and the minimization of obsolescence.
—0
Perform system lifecycle cost analysis and develop component studies.
—0
Interview key staff or tour facilities to identify efficiency-improvement, cost-reduction, or service-delivery opportunities.
—0
Direct the work of logistics analysts.
—0
Develop specifications for equipment, tools, facility layouts, or material-handling systems.
—0
Review contractual commitments, customer specifications, or related information to determine logistics or support requirements.
—0
Determine logistics support requirements, such as facility details, staffing needs, or safety or maintenance plans.
—0
Conduct logistics studies or analyses, such as time studies, zero-base analyses, rate analyses, network analyses, flow-path analyses, or supply chain analyses.
—0
Provide logistics technology or information for effective and efficient support of product, equipment, or system manufacturing or service.
—0
Evaluate the use of inventory tracking technology, Web-based warehousing software, or intelligent conveyor systems to maximize plant or distribution center efficiency.
—0
Develop logistic metrics, internal analysis tools, or key performance indicators for business units.
—0
Identify cost-reduction or process-improvement logistic opportunities.
—0
Prepare logistic strategies or conceptual designs for production facilities.
—0
Design comprehensive supply chains that minimize environmental impacts or costs.
—0
Design plant distribution centers.
—0
Conduct environmental audits for logistics activities, such as storage, distribution, or transportation.
—0
Create models or scenarios to predict the impact of changing circumstances, such as fuel costs, road pricing, energy taxes, or carbon emissions legislation.
—0
Determine requirements for compliance with environmental certification standards.
—0
Provide logistical facility or capacity planning analyses for distribution or transportation functions.
—0
Develop or document procedures to minimize or mitigate carbon output resulting from the movement of materials or products.
—0
Assess the environmental impact or energy efficiency of logistics activities, using carbon mitigation software.
—0
Identify opportunities for inventory reductions.
—0
Enter logistics-related data into databases.
—0
Provide ongoing analyses in areas such as transportation costs, parts procurement, back orders, or delivery processes.
—0
Maintain logistics records in accordance with corporate policies.
—0
Confer with logistics management teams to determine ways to optimize service levels, maintain supply-chain efficiency, or minimize cost.
—0
Compute reporting metrics, such as on-time delivery rates, order fulfillment rates, or inventory turns.
—0
Develop or maintain freight rate databases for use by supply chain departments to determine the most economical modes of transportation.
—0
Contact potential vendors to determine material availability.
—0
Contact carriers for rates or schedules.
—0
Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies.
—0
Manage systems to ensure that pricing structures adequately reflect logistics costing.
—0
Reorganize shipping schedules to consolidate loads, maximize vehicle usage, or limit the movement of empty vehicles or containers.
—0
Arrange for sale or lease of excess storage or transport capacity to minimize losses or inefficiencies associated with empty space.
—0
Compare locations or environmental policies of carriers or suppliers to make transportation decisions with lower environmental impact.
—0
Enter carbon-output or environmental-impact data into spreadsheets or environmental management or auditing software programs.
—0

Data sources & licenses — O*NET®, Anthropic Economic Index, Eloundou et al. (2023): see full notices on the Credits page

Informação ocupacional