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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

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

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

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

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

  • Receive or prepare work orders.

  • 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.

  • Arrange for necessary repairs to restore service and schedules.

  • 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.

  • Prepare daily work and run schedules.

  • Oversee all communications within specifically assigned territories.

Technologies & Software

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

Alternative Job Titles