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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

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

  • Warn violators of infractions or penalties.

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

  • Issue licenses to individuals meeting standards.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

Alternative Job Titles