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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

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

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

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

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

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

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

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

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

  • 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.

  • Prepare and manage departmental budgets.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles