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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

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

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

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

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

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

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

  • Prepare and manage departmental budgets.

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

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

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

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

  • 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.

  • 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.

  • Monitor inventory levels of products or materials in warehouses.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles