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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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Prepare and manage departmental budgets.

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

  • Monitor inventory levels of products or materials in warehouses.

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

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles