Logistics Analysts
Medium64.20%
Salary Range
Low (10th %)$47,990
Median$79,400
High (90th %)$128,550
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Analyze product delivery or supply chain processes to identify or recommend changes. May manage route activity including invoicing, electronic bills, and shipment tracing.
The occupation "Logistics Analysts" has an automation risk of 64.2%, closely following its base risk of 65.3%. This relatively high risk is primarily driven by the nature of many core responsibilities that are repetitive, standardized, and data-intensive, making them suitable targets for automation through software and artificial intelligence. Tasks such as maintaining databases of logistics information are highly routine and require structured data input, a process easily managed by automated systems. Additionally, remotely monitoring the flow of vehicles or inventory using web-based logistics platforms can be streamlined through real-time data integration and sophisticated tracking algorithms. The third most automatable task—communicating with or monitoring service providers—can effectively be handled by AI-driven communication tools and automated alert systems, which can coordinate between carriers, brokers, and forwarders without requiring extensive human intervention. Despite the strong case for automation in many areas, certain tasks performed by Logistics Analysts remain resistant to automation due to their complexity and the nuanced judgment required. For instance, arranging for the sale or lease of excess storage or transport capacity to minimize losses involves not just analytical review but also negotiation, intuition, and adaptation to rapidly changing circumstances in the logistics market. Another challenging area for automation is comparing the locations or environmental policies of various carriers and suppliers to make eco-conscious transportation decisions, as this often requires the synthesis of non-standardized qualitative data and the application of judgment. Entering carbon-output or environmental-impact data into management or auditing software programs represents another area less suited to full automation, as it involves bespoke data input and interpretation that is not easily standardized across organizations or regulatory regimes. The primary bottleneck skill preventing full automation in these resistant areas is originality, which is measured at levels of 3.1% and 3.8%. This skill reflects the need for creative problem-solving and innovative thinking, such as identifying unconventional solutions to optimize space utilization or devising new metrics for environmental impact assessment. Tasks requiring originality cannot simply be reduced to a fixed set of rules or executed via repetitive algorithms; instead, they demand human insight, adaptability, and the ability to synthesize disparate pieces of information into actionable strategies. As a result, while much of the routine data management and communication in logistics analysis is poised for significant automation, creative, judgment-based tasks are likely to remain under the purview of skilled logistics analysts for the foreseeable future. This balance between highly automatable and resistant tasks defines the moderate-to-high automation risk for this occupation.
Filter by Automatable Status
Maintain databases of logistics information.
Partially Automatable
Remotely monitor the flow of vehicles or inventory, using Web-based logistics information systems to track vehicles or containers.
Automatable
Track product flow from origin to final delivery.
Automatable
Interpret data on logistics elements, such as availability, maintainability, reliability, supply chain management, strategic sourcing or distribution, supplier management, or transportation.
Partially Automatable
Recommend improvements to existing or planned logistics processes.
Partially Automatable
Apply analytic methods or tools to understand, predict, or control logistics operations or processes.
Partially Automatable
Prepare reports on logistics performance measures.
Automatable
Enter logistics-related data into databases.
Automatable
Provide ongoing analyses in areas such as transportation costs, parts procurement, back orders, or delivery processes.
Partially Automatable
Analyze logistics data, using methods such as data mining, data modeling, or cost or benefit analysis.
Partially Automatable
Monitor inventory transactions at warehouse facilities to assess receiving, storage, shipping, or inventory integrity.
Automatable
Maintain logistics records in accordance with corporate policies.
Automatable
Contact carriers for rates or schedules.
Partially Automatable
Manage systems to ensure that pricing structures adequately reflect logistics costing.
Partially Automatable
Compute reporting metrics, such as on-time delivery rates, order fulfillment rates, or inventory turns.
Automatable
Identify opportunities for inventory reductions.
Partially Automatable
Review procedures, such as distribution or inventory management, to ensure maximum efficiency or minimum cost.
Partially Automatable
Monitor industry standards, trends, or practices to identify developments in logistics planning or execution.
Partially Automatable
Write or revise standard operating procedures for logistics processes.
Partially Automatable
Reorganize shipping schedules to consolidate loads, maximize vehicle usage, or limit the movement of empty vehicles or containers.
Automatable
Contact potential vendors to determine material availability.
Partially Automatable
Develop or maintain payment systems to ensure accuracy of vendor payments.
Partially Automatable
Route or reroute drivers in real time with remote route navigation software, satellite linkup systems, or global positioning systems (GPS) to improve operational efficiencies.
Automatable
Determine packaging requirements.
Partially Automatable
Enter carbon-output or environmental-impact data into spreadsheets or environmental management or auditing software programs.
Automatable
Compare locations or environmental policies of carriers or suppliers to make transportation decisions with lower environmental impact.
Partially Automatable
Arrange for sale or lease of excess storage or transport capacity to minimize losses or inefficiencies associated with empty space.
Partially Automatable
Confer with logistics management teams to determine ways to optimize service levels, maintain supply-chain efficiency, or minimize cost.
Partially Automatable
Develop or maintain models for logistics uses, such as cost estimating or demand forecasting.
Partially Automatable
Communicate with or monitor service providers, such as ocean carriers, air freight forwarders, global consolidators, customs brokers, or trucking companies.
Partially Automatable
Develop or maintain freight rate databases for use by supply chain departments to determine the most economical modes of transportation.
Partially Automatable
Reading ComprehensionActive ListeningService OrientationComplex Problem SolvingOperations MonitoringEquipment MaintenanceJudgment and Decision MakingManagement of Material ResourcesWritingSpeakingMathematicsScienceCritical ThinkingActive LearningLearning StrategiesMonitoringSocial PerceptivenessCoordinationPersuasionNegotiationInstructingOperations AnalysisTechnology DesignEquipment SelectionInstallationProgrammingOperation and ControlTroubleshootingRepairingQuality Control AnalysisSystems AnalysisSystems EvaluationTime ManagementManagement of Financial ResourcesManagement of Personnel Resources
Arm-Hand SteadinessAuditory AttentionCategory FlexibilityControl PrecisionDeductive ReasoningDepth PerceptionDynamic FlexibilityDynamic StrengthExplosive StrengthExtent FlexibilityFar VisionFinger DexterityFlexibility of ClosureFluency of IdeasGlare SensitivityGross Body CoordinationGross Body EquilibriumHearing SensitivityInductive ReasoningInformation OrderingManual DexterityMathematical ReasoningMemorizationMultilimb CoordinationNear VisionNight VisionNumber FacilityOral ComprehensionOral ExpressionOriginalityPerceptual SpeedPeripheral VisionProblem SensitivityRate ControlReaction TimeResponse OrientationSelective AttentionSound LocalizationSpatial OrientationSpeech ClaritySpeech RecognitionSpeed of ClosureSpeed of Limb MovementStaminaStatic StrengthTime SharingTrunk StrengthVisual Color DiscriminationVisualizationWrist-Finger SpeedWritten ComprehensionWritten Expression
Administration and ManagementAdministrativeEconomics and AccountingSales and MarketingPersonnel and Human ResourcesProduction and ProcessingFood ProductionComputers and ElectronicsEngineering and TechnologyBuilding and ConstructionMechanicalBiologyPsychologySociology and AnthropologyGeographyMedicine and DentistryEducation and TrainingDesignMathematicsPhysicsChemistryFine ArtsPhilosophy and TheologyLaw and GovernmentTelecommunicationsCommunications and MediaTransportationForeign LanguageEnglish LanguageTherapy and CounselingHistory and ArcheologyPublic Safety and SecurityCustomer and Personal Service
Monitoring Processes, Materials, or SurroundingsGetting InformationIdentifying Objects, Actions, and EventsInspecting Equipment, Structures, or MaterialsEstimating the Quantifiable Characteristics of Products, Events, or InformationJudging the Qualities of Objects, Services, or PeopleProcessing InformationEvaluating Information to Determine Compliance with StandardsAnalyzing Data or InformationMaking Decisions and Solving ProblemsThinking CreativelyUpdating and Using Relevant KnowledgeDeveloping Objectives and StrategiesScheduling Work and ActivitiesOrganizing, Planning, and Prioritizing WorkPerforming General Physical ActivitiesHandling and Moving ObjectsControlling Machines and ProcessesOperating Vehicles, Mechanized Devices, or EquipmentWorking with ComputersDocumenting/Recording InformationInterpreting the Meaning of Information for OthersCommunicating with Supervisors, Peers, or SubordinatesCommunicating with People Outside the OrganizationEstablishing and Maintaining Interpersonal RelationshipsAssisting and Caring for OthersSelling or Influencing OthersResolving Conflicts and Negotiating with OthersPerforming for or Working Directly with the PublicCoordinating the Work and Activities of OthersDeveloping and Building TeamsTraining and Teaching OthersGuiding, Directing, and Motivating SubordinatesCoaching and Developing OthersProviding Consultation and Advice to OthersPerforming Administrative ActivitiesStaffing Organizational UnitsMonitoring and Controlling ResourcesRepairing and Maintaining Electronic EquipmentRepairing and Maintaining Mechanical EquipmentDrafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment
IBM NotesAmazon RedshiftGraphics software3PL CentralESRI ArcLogisticsFour Soft 4S eLogFour Soft 4S VisiLogFlow chart softwareMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft ProjectMicrosoft SharePointMicrosoft WordOracle PeopleSoftSAP softwareTableauMicrosoft AccessStructured query language SQLIBM SPSS StatisticsMicrosoft VisioMicrosoft Visual BasicMicrosoft Visual Basic for Applications VBAMicrosoft WindowsMicroStrategyMinitabOracle E-Business Suite FinancialsOracle HyperionOracle JD Edwards EnterpriseOneOracle PeopleSoft FinancialsQlik Tech QlikViewSAP Business ObjectsSAP Crystal ReportsStataCorp StataOracle Primavera Enterprise Project Portfolio ManagementMicrosoft Power BIInventory control softwareIntelliTrack 3PLLogisuite ForwarderSpreadsheet softwareLogisuite EnterpriseOracle E-Business Suite LogisticsReporting softwareMicrosoft SQL ServerOracle E-Business Suite FinancialsSAP Business ObjectsMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft ProjectMicrosoft SharePointMicrosoft WordOracle PeopleSoftTableauIBM NotesMicrosoft AccessIBM SPSS StatisticsMicrosoft SQL ServerMicrosoft VisioMicrosoft Visual BasicMicrosoft Visual Basic for Applications VBAMicrosoft WindowsMicroStrategyMinitabOracle HyperionOracle JD Edwards EnterpriseOneOracle PeopleSoft FinancialsQlik Tech QlikViewSAP Crystal ReportsStataCorp StataThe MathWorks MATLABOracle Business Intelligence Enterprise EditionGraphics softwareMicrosoft Power BI3PL CentralESRI ArcLogisticsFour Soft 4S eLogIntelliTrack 3PLLogisuite ForwarderSpreadsheet softwareFour Soft 4S VisiLogFlow chart softwareLogisuite EnterpriseOracle E-Business Suite LogisticsFleet management softwareOracle Primavera Enterprise Project Portfolio ManagementReporting softwareAdvanced business application programming ABAPOracle Business Intelligence Enterprise EditionThe MathWorks MATLABAdvanced business application programming ABAPInventory control softwareCadre Technologies Accuplus Integrated Distribution Logistics SystemCadre Technologies Accuplus Integrated Distribution Logistics SystemOptimization softwareOptimization softwareWarehouse management system WMSWarehouse management system WMSFleet management softwareIBM Cognos ImpromptuAmazon RedshiftSAP softwareIBM Cognos ImpromptuStructured query language SQL
Industrial Production Managers
Medium50.29%
Plan, direct, or coordinate the work activities and resources necessary for manufacturing products in accordance with cost, quality, and quantity specifications.
Purchasing Managers
Medium51.82%
Plan, direct, or coordinate the activities of buyers, purchasing officers, and related workers involved in purchasing materials, products, and services. Includes wholesale or retail trade merchandising managers and procurement managers.
Transportation, Storage, and Distribution Managers
Medium54.11%
Plan, direct, or coordinate transportation, storage, or distribution activities in accordance with organizational policies and applicable government laws or regulations. Includes logistics managers.
Supply Chain Managers
Medium53.29%
Direct or coordinate production, purchasing, warehousing, distribution, or financial forecasting services or activities to limit costs and improve accuracy, customer service, or safety. Examine existing procedures or opportunities for streamlining activities to meet product distribution needs. Direct the movement, storage, or processing of inventory.
Purchasing Agents, Except Wholesale, Retail, and Farm Products
Medium49.25%
Purchase machinery, equipment, tools, parts, supplies, or services necessary for the operation of an establishment. Purchase raw or semifinished materials for manufacturing. May negotiate contracts.
Logisticians
Medium47.96%
Analyze and coordinate the ongoing logistical functions of a firm or organization. Responsible for the entire life cycle of a product, including acquisition, distribution, internal allocation, delivery, and final disposal of resources.
Logistics Engineers
Medium48.28%
Design or analyze operational solutions for projects such as transportation optimization, network modeling, process and methods analysis, cost containment, capacity enhancement, routing and shipment optimization, or information management.
Project Management Specialists
Medium52.50%
Analyze and coordinate the schedule, timeline, procurement, staffing, and budget of a product or service on a per project basis. Lead and guide the work of technical staff. May serve as a point of contact for the client or customer.
Management Analysts
Medium51.36%
Conduct organizational studies and evaluations, design systems and procedures, conduct work simplification and measurement studies, and prepare operations and procedures manuals to assist management in operating more efficiently and effectively. Includes program analysts and management consultants.
Business Continuity Planners
Medium49.03%
Develop, maintain, or implement business continuity and disaster recovery strategies and solutions, including risk assessments, business impact analyses, strategy selection, and documentation of business continuity and disaster recovery procedures. Plan, conduct, and debrief regular mock-disaster exercises to test the adequacy of existing plans and strategies, updating procedures and plans regularly. Act as a coordinator for continuity efforts after a disruption event.
Computer Systems Analysts
Medium48.05%
Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.
Data Warehousing Specialists
Medium49.22%
Design, model, or implement corporate data warehousing activities. Program and configure warehouses of database information and provide support to warehouse users.
Business Intelligence Analysts
Medium52.10%
Produce financial and market intelligence by querying data repositories and generating periodic reports. Devise methods for identifying data patterns and trends in available information sources.
Industrial Engineers
Medium52.84%
Design, develop, test, and evaluate integrated systems for managing industrial production processes, including human work factors, quality control, inventory control, logistics and material flow, cost analysis, and production coordination.
Procurement Clerks
High71.53%
Compile information and records to draw up purchase orders for procurement of materials and services.
Cargo and Freight Agents
Medium55.62%
Expedite and route movement of incoming and outgoing cargo and freight shipments in airline, train, and trucking terminals and shipping docks. Take orders from customers and arrange pickup of freight and cargo for delivery to loading platform. Prepare and examine bills of lading to determine shipping charges and tariffs.
Freight Forwarders
High67.61%
Research rates, routings, or modes of transport for shipment of products. Maintain awareness of regulations affecting the international movement of cargo. Make arrangements for additional services, such as storage or inland transportation.
Production, Planning, and Expediting Clerks
Medium65.33%
Coordinate and expedite the flow of work and materials within or between departments of an establishment according to production schedule. Duties include reviewing and distributing production, work, and shipment schedules; conferring with department supervisors to determine progress of work and completion dates; and compiling reports on progress of work, inventory levels, costs, and production problems.
Shipping, Receiving, and Inventory Clerks
Medium65.21%
Verify and maintain records on incoming and outgoing shipments involving inventory. Duties include verifying and recording incoming merchandise or material and arranging for the transportation of products. May prepare items for shipment.
Power Distributors and Dispatchers
Medium63.42%
Coordinate, regulate, or distribute electricity or steam.
Buyers and Purchasing Agents, Farm Products
Medium59.51%
Purchase farm products either for further processing or resale. Includes tree farm contractors, grain brokers and market operators, grain buyers, and tobacco buyers. May negotiate contracts.
Customs Brokers
Medium58.90%
Prepare customs documentation and ensure that shipments meet all applicable laws to facilitate the import and export of goods. Determine and track duties and taxes payable and process payments on behalf of client. Sign documents under a power of attorney. Represent clients in meetings with customs officials and apply for duty refunds and tariff reclassifications. Coordinate transportation and storage of imported goods.
Transportation Planners
Medium46.82%
Prepare studies for proposed transportation projects. Gather, compile, and analyze data. Study the use and operation of transportation systems. Develop transportation models or simulations.
Stockers and Order Fillers
Medium56.05%
Receive, store, and issue merchandise, materials, equipment, and other items from stockroom, warehouse, or storage yard to fill shelves, racks, tables, or customers' orders. May operate power equipment to fill orders. May mark prices on merchandise and set up sales displays.