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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

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

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

  • 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.

  • 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.

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

  • Determine duty and taxes to be paid on goods.

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

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

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

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

Technologies & Software

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