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Automation Risk Analysis

Will “FSQA Manager (Food Safety Quality Assurance Manager)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #608 of 702. Estimated risk: 94.0%

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AI Exposure Risk

53%

“FSQA Manager (Food Safety Quality Assurance Manager)” 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%

“FSQA Manager (Food Safety Quality Assurance Manager)” 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

  • Inspect the cleanliness and practices of establishment employees.

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

  • 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.

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

  • Verify that transportation and handling procedures meet regulatory requirements.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

  • Nova (Amazon)
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  • ChatGPT (OpenAI)
  • Operational databases
  • Mistral (Mistral AI)
  • Microsoft Outlook
  • Microsoft Office software
  • Microsoft Word
  • Llama (Meta)
  • Taranis AI
  • Grok (xAI)
  • Microsoft Internet Explorer
  • Microsoft Excel
  • Microsoft PowerPoint
  • Image processing software
  • Blue River Technology AI
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  • John Deere AI
  • DeepSeek
  • Kimi (Moonshot AI)
  • Gemini (Google)
  • Climate FieldView
  • Word processing software
  • Ticket printers
  • Bulk lot triers
  • Moisture scales
  • Equal-arm scales
  • Point-type samplers
  • Syringes
  • Bean sack triers
  • Rice millers
  • Electronic mass comparators
  • Counterpoise weights
  • Rotary dividers
  • Rice shellers
  • Desktop computers
  • Probe-type samplers
  • Near infrared NIR analyzers
  • Rice bag triers
  • Packaging knives
  • Single-tube open-ended bag triers
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  • Test weight apparatuses
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  • Hand sieves
  • Truck probes
  • Boerner dividers
  • Portable block weights
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  • Pelican samplers
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  • Agricultural dividers
  • Tapered bag triers
  • Nuclear magnetic resonance NMR systems
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  • Beam scales
  • Grain hopper scales
  • Pipettes
  • Railway track scales
  • Diverter samplers
  • Digital cameras
  • Bacon bomb samplers
  • Extension ladders
  • Ellis cup samplers
  • Block weights
  • Hard hats
  • Rice sizers
  • Flour triers
  • Light meters
  • Vehicle weight scales
  • Blust drum samplers
  • Sealed baskets
  • Test weight kits
  • Cargo trucks

Alternative Job Titles