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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

  • Arrange for necessary repairs to restore service and schedules.

  • Prepare daily work and run schedules.

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

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

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

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

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

  • Order supplies or equipment and issue them to personnel.

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

  • Receive or prepare work orders.

  • Oversee all communications within specifically assigned territories.

Technologies & Software

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

Alternative Job Titles