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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

  • 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.

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

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

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

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

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

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

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

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

  • Issue licenses to individuals meeting standards.

  • Collect fees for licenses.

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

  • Warn violators of infractions or penalties.

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

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

Technologies & Software

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

Alternative Job Titles