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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

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

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

  • Issue licenses to individuals meeting standards.

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

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

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

  • 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.

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

  • Warn violators of infractions or penalties.

  • 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.

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

  • Collect fees for licenses.

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

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

Technologies & Software

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

Alternative Job Titles