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Automation Risk Analysis

Will “Railroad Car Inspection and Repair Regional Superintendent” be Automated?

Historical Context: Oxford Study (2013)

Ranked #328 of 702. Estimated risk: 59.0%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

56%

“Railroad Car Inspection and Repair Regional Superintendent” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

38%

“Railroad Car Inspection and Repair Regional Superintendent” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 38% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Transportation, Storage, and Distribution Managers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Plan, direct, or coordinate transportation, storage, or distribution activities in accordance with organizational policies and applicable government laws or regulations. Includes logistics managers.

Avg. Annual Salary $116,010
Avg. Hourly Wage $55.77
Available Jobs (US) 213,000
Job Title & Hierarchy Code (SOC) Transportation, Storage, and Distribution Managers #11-3071
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Transportation, Storage, and Distribution Managers”

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Core Skills & Abilities

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

  • Analyze the financial impact of proposed logistics changes, such as routing, shipping modes, product volumes or mixes, or carriers.

  • Direct inbound or outbound operations, such as transportation or warehouse activities, safety performance, and logistics quality management.

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

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

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

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

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

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

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

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

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

  • Prepare and manage departmental budgets.

  • Prepare management recommendations, such as proposed fee and tariff increases or schedule changes.

  • Plan, develop, or implement warehouse safety and security programs and activities.

  • Develop or implement plans for facility modification or expansion, such as equipment purchase or changes in space allocation or structural design.

  • Monitor inventory levels of products or materials in warehouses.

  • Plan, organize, or manage the work of subordinate staff to ensure that the work is accomplished in a manner consistent with organizational requirements.

  • Advise sales and billing departments of transportation charges for customers' accounts.

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

  • Establish or monitor specific supply chain-based performance measurement systems.

  • Interview, select, and train warehouse and supervisory personnel.

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

  • Examine invoices and shipping manifests for conformity to tariff and customs regulations.

  • Implement specific customer requirements, such as internal reporting or customized transportation metrics.

  • Evaluate contractors or business partners for operational efficiency or safety or environmental performance records.

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

  • Review invoices, work orders, consumption reports, or demand forecasts to estimate peak performance periods and to issue work assignments.

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

  • Plan or implement energy saving changes to transportation services, such as reducing routes, optimizing capacities, employing alternate modes of transportation, or minimizing idling.

Technologies & Software

  • Oracle Primavera Enterprise Project Portfolio Management
  • Airline global distribution systems GDS software
  • Bentley MicroStation
  • Bentley Transportation Data Manager
  • Warehouse management system WMS
  • MRA Technologies MRATrack Warehouse Management System
  • Cadre Technologies Cadence Transportation Management System
  • Scheduling software
  • Microsoft Copilot
  • Integrated Decision Support Netwise Enterprise
  • Oracle JD Edwards EnterpriseOne
  • DSA Foxware Warehouse Management
  • Otter.ai
  • Perplexity AI
  • USPS.com
  • SSA Global Warehouse Management System WMS
  • Microsoft PowerPoint
  • Autodesk AutoCAD Civil 3D
  • TMW PowerSuite
  • Database software
  • Four Soft 4S VisiLog
  • Argos Software ABECAS Insight FMS
  • Oracle Business Intelligence Enterprise Edition
  • ESRI ArcLogistics
  • Transtek Compass ERP
  • Enterprise resource planning ERP software
  • Four Soft 4S eLog
  • IntelliTrack Warehouse Management System (WMS)
  • Microsoft Dynamics GP
  • Freight Rail Crew Optimization Scheduling FRCOS software
  • Microsoft SQL Server
  • Infosite Technologies Dispatch-Mate
  • Logility Voyager WarehousePRO
  • Iptor Supply Chain
  • Logisuite Forwarder
  • Scanlon Associates LogPak
  • Fleetware software
  • TECSYS PointForce Enterprise
  • HighJump Software Warehouse Advantage
  • Gemini (Google)
  • Labelmaster Software REG-Trieve
  • Spreadsheet software
  • Supply chain event management software
  • Microsoft Dynamics
  • Radio Beacon WMS
  • Motion (AI Scheduler)
  • Infor ERP Baan
  • Structured query language SQL
  • Inventory management systems
  • WorkForce Software EmpCenter Time and Attendance
  • Claude (Anthropic)
  • Grok (xAI)
  • Materials requirements planning logistics and supply chain software
  • Integrated Decision Support Corporation Netwise Supply Chain
  • IBM Notes
  • Logisuite Enterprise
  • Presentation software
  • Microsoft Visio
  • Veritas NetBackup
  • Notion AI
  • Microsoft Word
  • ALK Technologies FleetSuite
  • IMSure Solutions SHIPflex
  • Infosite Technologies DM Warehousing
  • Cadre Technologies Cadence Warehouse Management System
  • Amber Road
  • Transportation management system TMS software
  • SAP ERP Operations
  • Integrated Decision Support Corporation Route Advice
  • Optimization software
  • Integrated Decision Support Corporation Swap Advice
  • Kimi (Moonshot AI)
  • Microsoft Project
  • Cadre Technologies Accuplus Integrated Distribution Logistics System
  • Shipping Solutions
  • ABOL Manifest Systems
  • CoPilot Truck
  • Hewlett Packard HP-UX
  • Catalyst International CatalystConnect
  • Sentai Pinpoint
  • 3PL Central
  • NetSuite ERP
  • Integrated Decision Support Netwise Frontline
  • SAP software
  • ALK Technologies PC*Miler
  • Oracle E-Business Suite Financials
  • Mistral (Mistral AI)
  • Aljex Inventory
  • DeepSeek
  • TECSYS EliteSeries
  • Inventory control software
  • Graphics software
  • SAP Business Objects
  • Microsoft Excel
  • Microsoft Dynamics AX
  • Summary Systems Fleet Commander
  • Oracle E-Business Suite Logistics
  • FedEx Ship Manager
  • Nova (Amazon)
  • ChatGPT (OpenAI)
  • Gemini for Workspace
  • Integrated Decision Support Match Advice
  • Llama (Meta)
  • IBM Lotus Notes
  • Materials resource planning MRP software
  • Fireflies.ai
  • Email software
  • QUALCOMM QTRACS
  • IBM i2 Transportation Manager
  • Microsoft Access
  • IBM Power Systems software
  • Microsoft Outlook
  • QUALCOMM ViaWeb
  • UPS WorldShip
  • Geometrix
  • Microsoft Office software
  • Napkin AI
  • Automated expense reporting system software
  • Intergraph GeoMedia Transportation Manager
  • Eaton Fleet Advisor
  • IntelliTrack 3PL
  • Word processing software
  • Integrated Decision Support Corporation Expert Fuel
  • RedPrairie DLx Warehouse
  • Quest Erwin Data Modeler
  • Qwen (Alibaba)
  • Wireless communication and satellite positioning tools
  • Cell phones
  • Photocopiers
  • Pallet jacks
  • Multi-line telephone systems
  • Desktop computers
  • Personal protective equipment
  • Barcoding labels
  • Global positioning systems GPS
  • Laser facsimile machines
  • Radio frequency handheld terminals
  • Barcode scanners
  • Forklifts
  • Digital cameras
  • Radio frequency identification RFID devices
  • Radio frequency truck-mounted terminals
  • Personal digital assistants PDA
  • Laptop computers
  • Personal computers

Alternative Job Titles