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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

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

  • Collect fees for licenses.

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

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

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

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

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

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

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

  • Warn violators of infractions or penalties.

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

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

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

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

  • Issue licenses to individuals meeting standards.

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

Technologies & Software

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

Alternative Job Titles