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Automation Risk Analysis

Will “Parking Manager” be Automated?

Historical Context: Oxford Study (2013)

Ranked #482 of 702. Estimated risk: 84.0%

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AI Exposure Risk

23%

“Parking Manager” will almost certainly 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 23% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Parking Manager” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Parking Enforcement Workers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Patrol assigned area, such as public parking lot or city streets to issue tickets to overtime parking violators and illegally parked vehicles.

Avg. Annual Salary $51,840
Avg. Hourly Wage $24.92
Available Jobs (US) 7,770
Job Title & Hierarchy Code (SOC) Parking Enforcement Workers #33-3041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Parking Enforcement Workers”

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Core Skills & Abilities

  • Perform traffic control duties such as setting up barricades and temporary signs, placing bags on parking meters to limit their use, or directing traffic.

  • Train new or temporary staff.

  • Wind parking meter clocks.

  • Provide information to the public regarding parking regulations and facilities, and the location of streets, buildings and points of interest.

  • Write warnings and citations for illegally parked vehicles.

  • Appear in court at hearings regarding contested traffic citations.

  • Patrol an assigned area by vehicle or on foot to ensure public compliance with existing parking ordinance.

  • Perform simple vehicle maintenance procedures, such as checking oil and gas, and report mechanical problems to supervisors.

  • Locate lost, stolen, and counterfeit parking permits, and take necessary enforcement action.

  • Collect coins deposited in meters.

  • Investigate and answer complaints regarding contested parking citations, determining their validity and routing them appropriately.

  • Respond to and make radio dispatch calls regarding parking violations and complaints.

  • Enter and retrieve information pertaining to vehicle registration, identification, and status, using hand-held computers.

  • Mark tires of parked vehicles with chalk and record time of marking, and return at regular intervals to ensure that parking time limits are not exceeded.

  • Prepare and maintain required records, including logs of parking enforcement activities, and records of contested citations.

  • Observe and report hazardous conditions, such as missing traffic signals or signs, and street markings that need to be repainted.

  • Maintain assigned equipment and supplies, such as hand-held citation computers, citation books, rain gear, tire-marking chalk, and street cones.

  • Make arrangements for illegally parked or abandoned vehicles to be towed, and direct tow-truck drivers to the correct vehicles.

  • Maintain close communications with dispatching personnel, using two-way radios or cell phones.

  • Assign and review the work of subordinates.

  • Identify vehicles in violation of parking codes, checking with dispatchers when necessary to confirm identities or to determine whether vehicles need to be booted or towed.

  • Provide assistance to motorists needing help with problems, such as flat tires, keys locked in cars, or dead batteries.

Technologies & Software

  • Vehicle information databases
  • ChatGPT (OpenAI)
  • Microsoft PowerPoint
  • Web browser software
  • Axon AI
  • Microsoft Word
  • Microsoft Access
  • Complus Data Innovations FastTrack
  • Operating system software
  • Palantir AI
  • Word processing software
  • Perplexity AI
  • Microsoft Outlook
  • Microsoft Office software
  • Motorola Solutions AI
  • Ticket issuing software
  • Integrated Parking Solutions MApp
  • Microsoft Excel
  • Microsoft Windows
  • Laptop computers
  • Mobile radios
  • Mountain bicycles
  • Parking ticket printers
  • Wheel locks
  • Handheld data collectors
  • Parking timers
  • Desktop computers
  • License plate recognition LPR cameras
  • Analog parking meters
  • Digital still cameras
  • Payment receipt printers
  • Electronic cash registers
  • Parking enforcement vehicles
  • Barcode scanners
  • Handheld ticket writers
  • Parking meter readers