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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

  • Prepare daily work and run schedules.

  • Receive or prepare work orders.

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

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

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

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

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

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

  • Order supplies or equipment and issue them to personnel.

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

  • Arrange for necessary repairs to restore service and schedules.

  • Oversee all communications within specifically assigned territories.

Technologies & Software

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

Alternative Job Titles