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Automation Risk Analysis

Will “Train Starter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #627 of 702. Estimated risk: 96.0%

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AI Exposure Risk

48%

“Train Starter” will probably not 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 48% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

37%

“Train Starter” 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 37% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Dispatchers, Except Police, Fire, and Ambulance, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Schedule and dispatch workers, work crews, equipment, or service vehicles for conveyance of materials, freight, or passengers, or for normal installation, service, or emergency repairs rendered outside the place of business. Duties may include using radio, telephone, or computer to transmit assignments and compiling statistics and reports on work progress.

Avg. Annual Salary $53,150
Avg. Hourly Wage $25.55
Available Jobs (US) 211,000
Job Title & Hierarchy Code (SOC) Dispatchers, Except Police, Fire, and Ambulance #43-5032
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Dispatchers, Except Police, Fire, and Ambulance”

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Core Skills & Abilities

  • Arrange for necessary repairs to restore service and schedules.

  • Prepare daily work and run schedules.

  • Monitor personnel or equipment locations and utilization to coordinate service and schedules.

  • Oversee all communications within specifically assigned territories.

  • Record and maintain files or records of customer requests, work or services performed, charges, expenses, inventory, or other dispatch information.

  • Advise personnel about traffic problems, such as construction areas, accidents, congestion, weather conditions, or other hazards.

  • Confer with customers or supervising personnel to address questions, problems, or requests for service or equipment.

  • Order supplies or equipment and issue them to personnel.

  • Schedule or dispatch workers, work crews, equipment, or service vehicles to appropriate locations, according to customer requests, specifications, or needs, using radios or telephones.

  • Determine types or amounts of equipment, vehicles, materials, or personnel required, according to work orders or specifications.

  • Relay work orders, messages, or information to or from work crews, supervisors, or field inspectors, using telephones or two-way radios.

  • Receive or prepare work orders.

Technologies & Software

  • Microsoft Outlook
  • Geomechanical design analysis GDA software
  • Rail Traffic Track Warrant Control System
  • UiPath (RPA + AI)
  • Air-Trak Cloudberry
  • ESRI ArcIMS
  • Gemini for Workspace
  • Kronos Workforce Timekeeper
  • Email software
  • Digital Gateway e-automate
  • Otter.ai
  • Situation resource tracking software
  • Microsoft Copilot
  • Microsoft Excel
  • Microsoft Office software
  • Word processing software
  • Tangier Sky Scheduler View
  • Scheduling software
  • Sabre travel agent software
  • Microsoft PowerPoint
  • Perplexity AI
  • Napkin AI
  • TMW PowerSuite
  • Global positioning system GPS software
  • Microsoft Access
  • Locomotive distribution software
  • Computer aided dispatching auto routing software
  • Transportation management software
  • Database software
  • Dr. Dispatch
  • SAP software
  • Computer aided dispatch software
  • Zapier AI
  • Bornemann Associates Flight Plan
  • ChatGPT (OpenAI)
  • Computer aided design CAD software
  • Web browser software
  • Notion AI
  • Command Alkon COMMANDconcrete
  • Grammarly AI
  • Microsoft Windows
  • Routing software
  • Resource management software
  • Microsoft Word
  • Microsoft Dynamics
  • Call management systems CMS
  • Desktop computers
  • Two way radios
  • Personal computers
  • Centralized traffic control units
  • Signal controls
  • Tower switching machines
  • Personal banking chamber PBC telephones
  • Mobile radios
  • Job dispatch and vehicle tracking systems
  • Dispatch servers
  • Teletypewriters TTY
  • Touch screen monitors
  • Voice over internet protocol VoIP systems
  • Switch controls
  • Mobile data terminal MDT equipment
  • Multi-line telephone systems

Alternative Job Titles