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Automation Risk Analysis

Will “Certified Driver Examiner (CDE)” 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%

“Certified Driver Examiner (CDE)” 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%

“Certified Driver Examiner (CDE)” 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.

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

  • 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.

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

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

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

  • 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.

  • Issue licenses to individuals meeting standards.

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

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

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

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

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

  • Warn violators of infractions or penalties.

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  • Traffic record databases
  • Microsoft Windows
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  • Computer-assisted testing software
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  • Digital cameras
  • Fingerprint recognition systems
  • Fingerprint capture devices
  • Facial recognition systems
  • Testing workstations
  • License or identification card printers
  • Magnifying glasses
  • Ultraviolet UV lights
  • Vision screening equipment
  • Magnetic stripe readers
  • Barcode scanners
  • Snellen eye charts
  • Electric typewriters
  • Point of sale POS receipt printers
  • Document scanners
  • Desktop computers
  • Iris recognition systems

Alternative Job Titles