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Automation Risk Analysis

Will “Agriculture Specialist” be Automated?

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AI Exposure Risk

59%

“Agriculture 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 59% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

52%

“Agriculture Specialist” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 52% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Customs and Border Protection Officers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Investigate and inspect persons, common carriers, goods, and merchandise, arriving in or departing from the United States or between states to detect violations of immigration and customs laws and regulations.

Job Title & Hierarchy Code (SOC) Customs and Border Protection Officers #33-3051.04
ℹ️

Data is based on the reference occupation: “Customs and Border Protection Officers”

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Core Skills & Abilities

  • Institute civil and criminal prosecutions and cooperate with other law enforcement agencies in the investigation and prosecution of those in violation of immigration or customs laws.

  • Examine immigration applications, visas, and passports and interview persons to determine eligibility for admission, residence, and travel in the U.S.

  • Record and report job-related activities, findings, transactions, violations, discrepancies, and decisions.

  • Inspect cargo, baggage, and personal articles entering or leaving U.S. for compliance with revenue laws and U.S. customs regulations.

  • Determine duty and taxes to be paid on goods.

  • Testify regarding decisions at immigration appeals or in federal court.

  • Interpret and explain laws and regulations to travelers, prospective immigrants, shippers, and manufacturers.

  • Investigate applications for duty refunds and petition for remission or mitigation of penalties when warranted.

  • Collect samples of merchandise for examination, appraisal, or testing.

  • Locate and seize contraband, undeclared merchandise, and vehicles, aircraft, or boats that contain such merchandise.

  • Detain persons found to be in violation of customs or immigration laws and arrange for legal action, such as deportation.

Technologies & Software

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  • Treasury Enforcement Communications System TECS
  • Claude (Anthropic)
  • ChatGPT (OpenAI)
  • Gemini (Google)
  • Palantir AI
  • Microsoft Word
  • Motorola Solutions AI
  • SAP software
  • Microsoft Outlook
  • Microsoft Office software
  • Nova (Amazon)
  • Global positioning system GPS software
  • DeepSeek
  • Grok (xAI)
  • Qwen (Alibaba)
  • Perplexity AI
  • Axon AI
  • Automated Manifest System AMS
  • Microsoft Excel
  • Law enforcement information databases
  • National Crime Information Center (NCIC) database
  • Llama (Meta)
  • Kimi (Moonshot AI)
  • Mistral (Mistral AI)
  • IBM WebSphere MQ
  • Plastic handcuffs
  • Compound light microscopes
  • Radiation portal monitors RPM
  • Radiation portal monitor terminals
  • Barcode scanners
  • Digital video cameras
  • Fingerprint scanners
  • Security inspection mirrors
  • Ion mobility spectrometers
  • Identification card scanners
  • Personal computers
  • Side-handle batons
  • Personal radiation detectors PRD
  • Desktop computers
  • Mobile truck X ray units
  • Vehicle and Cargo Inspection System VACIS
  • Tire deflation devices
  • Measurement calipers
  • Two way radios
  • Laptop computers
  • Radiation isotope identifier devices RIID
  • Videophones
  • Hazardous material detectors
  • Metal handcuffs
  • X ray inspection equipment
  • Mobile data computers
  • Service revolvers
  • Hydrometers
  • Pepper spray
  • Gamma ray spectrometers
  • Radioisotope detection devices
  • Police shotguns