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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

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

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

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

  • 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.

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

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

  • Warn violators of infractions or penalties.

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

  • Collect fees for licenses.

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

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

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

  • Issue licenses to individuals meeting standards.

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

Technologies & Software

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

Alternative Job Titles