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Automation Risk Analysis

Will “Public Service Representative Specialist (PSR Specialist)” 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%

“Public Service Representative Specialist (PSR Specialist)” 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%

“Public Service Representative Specialist (PSR Specialist)” 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

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

  • Warn violators of infractions or penalties.

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

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

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

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

  • Issue licenses to individuals meeting standards.

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

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

  • Collect fees for licenses.

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles