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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.

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

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

  • Monitor inventory levels of products or materials in warehouses.

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

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

  • Prepare and manage departmental budgets.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles