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Automation Risk Analysis

Will “Air Pollution Compliance Inspector” 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%

“Air Pollution Compliance Inspector” 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%

“Air Pollution Compliance Inspector” 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

  • 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.

  • Collect fees for licenses.

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

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

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

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

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

  • Warn violators of infractions or penalties.

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

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

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

  • 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.

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

  • Issue licenses to individuals meeting standards.

Technologies & Software

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

Alternative Job Titles