Transportation Planners
Medium46.82%
Salary Range
Low (10th %)$59,010
Median$95,890
High (90th %)$158,160
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Prepare studies for proposed transportation projects. Gather, compile, and analyze data. Study the use and operation of transportation systems. Develop transportation models or simulations.
The occupation "Transportation Planners" has an automation risk of 46.8%, which closely aligns with the base risk of 47.7%. This moderate level of risk arises because many core tasks, such as defining regional or local transportation planning problems or priorities, can be partially structured and standardized, making them susceptible to automation. Similarly, preparing reports or recommendations involves organizing data, analysis, and drafting documents—functions that are increasingly assisted by advanced algorithms and AI-based tools. Another highly automatable task is participating in public meetings or hearings, where AI can be used for recording feedback, automating presentations, and even moderating discussions to some degree. These tasks generally require less on-the-spot decision-making and creativity, hence are more vulnerable to automation. However, several critical tasks in the role of a Transportation Planner remain resistant to automation, keeping the overall risk below 50%. Representing jurisdictions in legislative or administrative approval processes requires nuanced understanding of regulations, negotiation skills, and the ability to dynamically respond to stakeholder concerns—tasks that necessitate human judgment and political acumen. Directing urban traffic counting programs involves not just data collection (which could be automated), but also on-the-ground decision-making and adaptation to unforeseen events or technical issues during implementation. Additionally, defining or updating complex datasets, such as urban boundaries or classifications of roadways, often demands local knowledge, consensus-building, and interpretive skills that are beyond most current AI capabilities. Bottleneck skills further contribute to the occupation’s resistance to automation, especially those related to originality. The occupation’s skill levels for originality are 3.6% and 4.0%, indicating that while not the most creative field, there is a consistent demand for new solutions, adaptive thinking, and the ability to propose innovative approaches to transportation challenges. This need for originality acts as a bottleneck, preventing full automation, since current technology struggles with tasks that require generating novel ideas or adapting established methods to unique, context-driven situations. The balance between standardized, data-driven tasks and these creative, human-centric demands accounts for the moderate automation risk associated with transportation planners.
Filter by Automatable Status
Prepare reports or recommendations on transportation planning.
Partially Automatable
Collaborate with engineers to research, analyze, or resolve complex transportation design issues.
Partially Automatable
Recommend transportation system improvements or projects, based on economic, population, land-use, or traffic projections.
Partially Automatable
Develop computer models to address transportation planning issues.
Partially Automatable
Analyze information related to transportation, such as land use policies, environmental impact of projects, or long-range planning needs.
Partially Automatable
Interpret data from traffic modeling software, geographic information systems, or associated databases.
Partially Automatable
Design transportation surveys to identify areas of public concern.
Partially Automatable
Evaluate transportation project needs or costs.
Partially Automatable
Analyze information from traffic counting programs.
Partially Automatable
Review development plans for transportation system effects, infrastructure requirements, or compliance with applicable transportation regulations.
Partially Automatable
Prepare necessary documents to obtain planned project approvals or permits.
Partially Automatable
Produce environmental documents, such as environmental assessments or environmental impact statements.
Partially Automatable
Prepare or review engineering studies or specifications.
Partially Automatable
Develop or test new methods or models of transportation analysis.
Partially Automatable
Define or update information such as urban boundaries or classification of roadways.
Partially Automatable
Direct urban traffic counting programs.
Partially Automatable
Represent jurisdictions in the legislative or administrative approval of land development projects.
Non-Automatable
Evaluate transportation-related consequences of federal or state legislative proposals.
Partially Automatable
Define regional or local transportation planning problems or priorities.
Partially Automatable
Participate in public meetings or hearings to explain planning proposals, to gather feedback from those affected by projects, or to achieve consensus on project designs.
Non-Automatable
Collaborate with other professionals to develop sustainable transportation strategies at the local, regional, or national level.
Partially Automatable
Design new or improved transport infrastructure, such as junction improvements, pedestrian projects, bus facilities, or car parking areas.
Partially Automatable
Reading ComprehensionActive ListeningLearning StrategiesComplex Problem SolvingEquipment MaintenanceQuality Control AnalysisSystems EvaluationRepairingJudgment and Decision MakingSystems AnalysisTime ManagementManagement of Financial ResourcesManagement of Material ResourcesManagement of Personnel ResourcesWritingSpeakingMathematicsScienceCritical ThinkingActive LearningMonitoringSocial PerceptivenessCoordinationPersuasionNegotiationInstructingService OrientationOperations AnalysisTechnology DesignEquipment SelectionInstallationProgrammingOperations MonitoringOperation and ControlTroubleshooting
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 MarketingCustomer and Personal ServicePersonnel and Human ResourcesProduction and ProcessingFood ProductionComputers and ElectronicsEngineering and TechnologyDesignBuilding and ConstructionMechanicalMathematicsHistory and ArcheologyPhilosophy and TheologyPublic Safety and SecurityPhysicsChemistryBiologyPsychologySociology and AnthropologyGeographyMedicine and DentistryForeign LanguageEnglish LanguageFine ArtsEducation and TrainingTelecommunicationsCommunications and MediaTransportationTherapy and CounselingLaw and Government
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 KnowledgeHandling and Moving ObjectsControlling Machines and ProcessesOperating Vehicles, Mechanized Devices, or EquipmentWorking with ComputersRepairing and Maintaining Electronic EquipmentDocumenting/Recording InformationDrafting, Laying Out, and Specifying Technical Devices, Parts, and EquipmentInterpreting the Meaning of Information for OthersCommunicating with Supervisors, Peers, or SubordinatesCommunicating with People Outside the OrganizationEstablishing and Maintaining Interpersonal RelationshipsOrganizing, Planning, and Prioritizing WorkAssisting and Caring for OthersSelling or Influencing OthersRepairing and Maintaining Mechanical EquipmentResolving 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 ResourcesDeveloping Objectives and StrategiesScheduling Work and ActivitiesPerforming General Physical Activities
Microsoft Visual BasicCaliper TransCADAdobe IllustratorAutodesk AutoCADMicrosoft OutlookMicrosoft ProjectBentley MicroStationAutodesk AutoCAD Civil 3DMapInfoESRI ArcViewESRI ArcGIS softwareMcTrans HCS+Crash Mapping Analysis Tool CMATDowling Associates TRAFFIXPTV VISUMQuadstone ParamicsRoundabout Delay RODELStrong Concepts TEAPACTraffic signal softwareTRL Software TRANSYTSASSAP softwareWeb browser softwareStructured query language SQLTransportation management system TMS softwareAdobe IllustratorAutodesk AutoCADBentley MicroStationAutodesk AutoCAD Civil 3DESRI ArcViewCaliper TransCADCrash Mapping Analysis Tool CMATDowling Associates TRAFFIXMicrosoft Visual BasicSASPTV VISUMQuadstone ParamicsStrong Concepts TEAPACTraffic signal softwareTRL Software TRANSYTIteris Turbo ArchitectureMicrosoft ExcelMicrosoft Office softwareMicrosoft OutlookMicrosoft PowerPointMicrosoft ProjectMicrosoft WordSAP softwareWeb browser softwareStructured query language SQLIBM SPSS StatisticsTransportation management system TMS softwareMapInfoGeographic information system GIS softwareGeographic information system GIS systemsMcTrans HCS+Oracle Primavera Enterprise Project Portfolio ManagementOracle Primavera Enterprise Project Portfolio ManagementGeographic information system GIS softwareESRI ArcGIS softwareGeographic information system GIS systemsAdobe PhotoshopAdobe PhotoshopAdobe AcrobatAdobe AcrobatTexas Transportation Institute TTI Progression Analysis and Signal System Evaluation Routine PASSERAdobe InDesignCitilabs CubeCitilabs CubeMcTrans Center TSIS-CORSIMMcTrans Center TSIS-CORSIMVisual Solutions VisSIMVisual Solutions VisSIMRoundabout Delay RODELIteris Turbo ArchitectureTexas Transportation Institute TTI Progression Analysis and Signal System Evaluation Routine PASSERIBM SPSS StatisticsAdobe InDesignMicrosoft ExcelMicrosoft Office softwareMicrosoft PowerPointMicrosoft WordMicrosoft AccessMicrosoft Access
Chief Sustainability Officers
Medium50.38%
Communicate and coordinate with management, shareholders, customers, and employees to address sustainability issues. Enact or oversee a corporate sustainability strategy.
Facilities Managers
Medium49.28%
Plan, direct, or coordinate operations and functionalities of facilities and buildings. May include surrounding grounds or multiple facilities of an organization's campus.
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.
Brownfield Redevelopment Specialists and Site Managers
Medium48.09%
Plan and direct cleanup and redevelopment of contaminated properties for reuse. Does not include properties sufficiently contaminated to qualify as Superfund sites.
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.
Logistics Analysts
Medium64.20%
Analyze product delivery or supply chain processes to identify or recommend changes. May manage route activity including invoicing, electronic bills, and shipment tracing.
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.
Sustainability Specialists
Medium54.37%
Address organizational sustainability issues, such as waste stream management, green building practices, and green procurement plans.
Operations Research Analysts
Medium49.05%
Formulate and apply mathematical modeling and other optimizing methods to develop and interpret information that assists management with decisionmaking, policy formulation, or other managerial functions. May collect and analyze data and develop decision support software, services, or products. May develop and supply optimal time, cost, or logistics networks for program evaluation, review, or implementation.
Civil Engineers
Medium50.63%
Perform engineering duties in planning, designing, and overseeing construction and maintenance of building structures and facilities, such as roads, railroads, airports, bridges, harbors, channels, dams, irrigation projects, pipelines, power plants, and water and sewage systems.
Transportation Engineers
Medium49.13%
Develop plans for surface transportation projects, according to established engineering standards and state or federal construction policy. Prepare designs, specifications, or estimates for transportation facilities. Plan modifications of existing streets, highways, or freeways to improve traffic flow.
Civil Engineering Technologists and Technicians
Medium52.78%
Apply theory and principles of civil engineering in planning, designing, and overseeing construction and maintenance of structures and facilities under the direction of engineering staff or physical scientists.
Surveying and Mapping Technicians
Medium54.28%
Perform surveying and mapping duties, usually under the direction of an engineer, surveyor, cartographer, or photogrammetrist, to obtain data used for construction, mapmaking, boundary location, mining, or other purposes. May calculate mapmaking information and create maps from source data, such as surveying notes, aerial photography, satellite data, or other maps to show topographical features, political boundaries, and other features. May verify accuracy and completeness of maps.
Environmental Scientists and Specialists, Including Health
Medium51.39%
Conduct research or perform investigation for the purpose of identifying, abating, or eliminating sources of pollutants or hazards that affect either the environment or public health. Using knowledge of various scientific disciplines, may collect, synthesize, study, report, and recommend action based on data derived from measurements or observations of air, food, soil, water, and other sources.
Climate Change Policy Analysts
Medium47.42%
Research and analyze policy developments related to climate change. Make climate-related recommendations for actions such as legislation, awareness campaigns, or fundraising approaches.
Industrial Ecologists
Medium49.08%
Apply principles and processes of natural ecosystems to develop models for efficient industrial systems. Use knowledge from the physical and social sciences to maximize effective use of natural resources in the production and use of goods and services. Examine societal issues and their relationship with both technical systems and the environment.
Urban and Regional Planners
Medium50.08%
Develop comprehensive plans and programs for use of land and physical facilities of jurisdictions, such as towns, cities, counties, and metropolitan areas.
Traffic Technicians
Medium59.96%
Conduct field studies to determine traffic volume, speed, effectiveness of signals, adequacy of lighting, and other factors influencing traffic conditions, under direction of traffic engineer.