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Automation Risk Analysis

Will “Transportation Services Representative (TSR)” 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%

“Transportation Services Representative (TSR)” 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%

“Transportation Services Representative (TSR)” 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

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

  • 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.

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

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

  • 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.

  • Warn violators of infractions or penalties.

  • 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.

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

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

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

  • Issue licenses to individuals meeting standards.

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

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

Technologies & Software

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

Alternative Job Titles