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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

  • Collect fees for licenses.

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

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

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

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

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

  • Warn violators of infractions or penalties.

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

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

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

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

  • 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.

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

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

  • Issue licenses to individuals meeting standards.

Technologies & Software

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

Alternative Job Titles