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Automation Risk Analysis

Will “Taxicab Starter” be Automated?

Historical Context: Oxford Study (2013)

Ranked #627 of 702. Estimated risk: 96.0%

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AI Exposure Risk

48%

“Taxicab 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%

“Taxicab 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.

  • Order supplies or equipment and issue them to personnel.

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

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

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

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

  • 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.

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

  • Oversee all communications within specifically assigned territories.

  • Receive or prepare work orders.

  • Arrange for necessary repairs to restore service and schedules.

Technologies & Software

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

Alternative Job Titles