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Automation Risk Analysis

Will “Bus Starter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #627 of 702. Estimated risk: 96.0%

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AI Exposure Risk

48%

“Bus 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%

“Bus 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.

  • Prepare daily work and run schedules.

  • 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.

  • Oversee all communications within specifically assigned territories.

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

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

  • Receive or prepare work orders.

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

  • Order supplies or equipment and issue them to personnel.

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

  • Arrange for necessary repairs to restore service and schedules.

Technologies & Software

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

Alternative Job Titles