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Automation Risk Analysis

Will “Flour Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #608 of 702. Estimated risk: 94.0%

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AI Exposure Risk

53%

“Flour Inspector” 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 53% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

48%

“Flour Inspector” 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 48% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Agricultural Inspectors, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect agricultural commodities, processing equipment, and facilities, and fish and logging operations, to ensure compliance with regulations and laws governing health, quality, and safety.

Avg. Annual Salary $55,650
Avg. Hourly Wage $26.75
Available Jobs (US) 12,090
Job Title & Hierarchy Code (SOC) Agricultural Inspectors #45-2011
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Agricultural Inspectors”

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Related Occupations & Automation Risk

First-Line Supervisors of Farming, Fishing, and Forestry Workers

AI Risk 53%
Robot Risk 54%

Log Graders and Scalers

AI Risk 53%
Robot Risk 55%

Farmworkers, Farm, Ranch, and Aquacultural Animals

AI Risk 52%
Robot Risk 51%

Forest and Conservation Workers

AI Risk 51%
Robot Risk 51%

Agricultural Equipment Operators

AI Risk 50%
Robot Risk 51%

Graders and Sorters, Agricultural Products

AI Risk 49%
Robot Risk 55%

Core Skills & Abilities

  • Write reports of findings and recommendations and advise farmers, growers, or processors of corrective action to be taken.

  • Provide consultative services in areas such as equipment or product evaluation, plant construction or layout, or food safety systems.

  • Take emergency actions, such as closing production facilities, if product safety is compromised.

  • Monitor the grading performed by company employees to verify conformance to standards.

  • Label and seal graded products and issue official grading certificates.

  • Inspect food products and processing procedures to determine whether products are safe to eat.

  • Inspect or test horticultural products or livestock to detect harmful diseases, chemical residues, or infestations and to determine the quality of products or animals.

  • Interpret and enforce government acts and regulations and explain required standards to agricultural workers.

  • Inspect agricultural commodities or related operations, as well as fish or logging operations, for compliance with laws and regulations governing health, quality, and safety.

  • Testify in legal proceedings.

  • Collect samples from animals, plants, or products and route them to laboratories for microbiological assessment, ingredient verification, or other testing.

  • Compare product recipes with government-approved formulas or recipes to determine acceptability.

  • Monitor the operations and sanitary conditions of slaughtering or meat processing plants.

  • Examine, weigh, and measure commodities, such as poultry, eggs, meat, or seafood to certify qualities, grades, and weights.

  • Inspect the cleanliness and practices of establishment employees.

  • Verify that transportation and handling procedures meet regulatory requirements.

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Alternative Job Titles