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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.

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

  • Issue licenses to individuals meeting standards.

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

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

  • 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.

  • Collect fees for licenses.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles