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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

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

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

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

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

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

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

  • Collect fees for licenses.

  • Warn violators of infractions or penalties.

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

  • Issue licenses to individuals meeting standards.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles