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Automation Risk Analysis

Will “Motor Vehicle Clerk” be Automated?

Historical Context: Oxford Study (2013)

Ranked #159 of 702. Estimated risk: 8.0%

Directly assessed by researchers as unlikely to be automatable
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AI Exposure Risk

52%

“Motor Vehicle Clerk” will maybe 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 52% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

38%

“Motor Vehicle Clerk” 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 38% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Compliance Officers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Examine, evaluate, and investigate eligibility for or conformity with laws and regulations governing contract compliance of licenses and permits, and perform other compliance and enforcement inspection and analysis activities not classified elsewhere.

Avg. Annual Salary $84,980
Avg. Hourly Wage $40.86
Available Jobs (US) 397,770
Job Title & Hierarchy Code (SOC) Compliance Officers #13-1041
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Compliance Officers”

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Core Skills & Abilities

  • Prepare reports of activities, evaluations, recommendations, or decisions.

  • Evaluate applications, records, or documents to gather information about eligibility or liability issues.

  • Prepare correspondence to inform concerned parties of licensing decisions or appeals processes.

  • Warn violators of infractions or penalties.

  • Verify that all firm and regulatory policies and procedures have been documented, implemented, and communicated.

  • Advise licensees or other individuals or groups concerning licensing, permit, or passport regulations.

  • Administer oral, written, road, or flight tests to license applicants.

  • Score tests and observe equipment operation and control to rate ability of applicants.

  • Report law or regulation violations to appropriate boards or agencies.

  • Confer with or interview officials, technical or professional specialists, or applicants to obtain information or to clarify facts relevant to licensing decisions.

  • Collect fees for licenses.

  • Keep informed regarding pending industry changes, trends, or best practices.

  • Provide assistance to internal or external auditors in compliance reviews.

  • Visit establishments to verify that valid licenses or permits are displayed and that licensing standards are being upheld.

  • Issue licenses to individuals meeting standards.

  • Identify compliance issues that require follow-up or investigation.

Technologies & Software

  • Safety Status Measurement System SafeStat
  • Nova (Amazon)
  • Digital imaging system software
  • Gemini (Google)
  • National Driver Register NDR
  • Qwen (Alibaba)
  • DeepSeek
  • Microsoft Excel
  • Microsoft Office software
  • Computer-assisted testing software
  • Gemini for Workspace
  • Microsoft Word
  • Grok (xAI)
  • Mistral (Mistral AI)
  • Microsoft Windows
  • Database software
  • Perplexity AI
  • Microsoft Outlook
  • Commercial driver's license information system CDLIS
  • Document scanning software
  • Microsoft PowerPoint
  • Microsoft Copilot
  • Napkin AI
  • Alteryx AI
  • Microsoft Access
  • Llama (Meta)
  • ChatGPT (OpenAI)
  • Meta Business AI
  • DataRobot
  • Traffic record databases
  • Claude (Anthropic)
  • Kimi (Moonshot AI)
  • Planful AI
  • Tableau AI
  • Driving simulators
  • Word processing software
  • Vision screening equipment
  • Magnifying glasses
  • Fingerprint recognition systems
  • Magnetic stripe readers
  • Digital cameras
  • Ultraviolet UV lights
  • Fingerprint capture devices
  • Electric typewriters
  • Facial recognition systems
  • Point of sale POS receipt printers
  • Desktop computers
  • License or identification card printers
  • Iris recognition systems
  • Barcode scanners
  • Document scanners
  • Snellen eye charts
  • Testing workstations

Alternative Job Titles