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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

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

  • Oversee all communications within specifically assigned territories.

  • Prepare daily work and run schedules.

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

  • 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.

  • Order supplies or equipment and issue them to personnel.

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

  • Receive or prepare work orders.

  • 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.

  • Arrange for necessary repairs to restore service and schedules.

Technologies & Software

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

Alternative Job Titles