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Automation Risk Analysis

Will “Canned Food Reconditioning Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Canned Food Reconditioning 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 56% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

54%

“Canned Food Reconditioning Inspector” will maybe be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 54% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Inspectors, Testers, Sorters, Samplers, and Weighers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Inspect, test, sort, sample, or weigh nonagricultural raw materials or processed, machined, fabricated, or assembled parts or products for defects, wear, and deviations from specifications. May use precision measuring instruments and complex test equipment.

Avg. Annual Salary $51,670
Avg. Hourly Wage $24.84
Available Jobs (US) 591,180
Job Title & Hierarchy Code (SOC) Inspectors, Testers, Sorters, Samplers, and Weighers #51-9061
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Inspectors, Testers, Sorters, Samplers, and Weighers”

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Core Skills & Abilities

  • Stack or arrange tested products for further processing, shipping, or packaging.

  • Check arriving materials to ensure that they match purchase orders, submitting discrepancy reports as necessary.

  • Interpret legal requirements, provide safety information, or recommend compliance procedures to contractors, craft workers, engineers, or property owners.

  • Make minor adjustments to equipment, such as turning setscrews to calibrate instruments to required tolerances.

  • Record inspection or test data, such as weights, temperatures, grades, or moisture content, and quantities inspected or graded.

  • Notify supervisors or other personnel of production problems.

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

  • Remove defects, such as chips, burrs, or lap corroded or pitted surfaces.

  • Inspect, test, or measure materials, products, installations, or work for conformance to specifications.

  • Collect or select samples for testing or for use as models.

  • Disassemble defective parts or components, such as inaccurate or worn gauges or measuring instruments.

  • Compare colors, shapes, textures, or grades of products or materials with color charts, templates, or samples to verify conformance to standards.

  • Grade, classify, or sort products according to sizes, weights, colors, or other specifications.

  • Write test or inspection reports describing results, recommendations, or needed repairs.

  • Compute defect percentages or averages, using formulas and calculators.

  • Discard or reject products, materials, or equipment not meeting specifications.

  • Inspect or test raw materials, parts, or products to determine compliance with environmental standards.

  • Monitor production operations or equipment to ensure conformance to specifications, making necessary process or assembly adjustments.

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

  • Read dials or meters to verify that equipment is functioning at specified levels.

  • Analyze test data, making computations as necessary, to determine test results.

  • Weigh materials, products, containers, or samples to verify packaging weights or ingredient quantities.

  • Monitor machines that automatically measure, sort, or inspect products.

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

  • Administer tests to assess whether engineers or operators are qualified to use equipment.

  • Measure dimensions of products to verify conformance to specifications, using measuring instruments, such as rulers, calipers, gauges, or micrometers.

  • Read blueprints, data, manuals, or other materials to determine specifications, inspection and testing procedures, adjustment methods, certification processes, formulas, or measuring instruments required.

  • Adjust, clean, or repair products or processing equipment to correct defects found during inspections.

  • Mark items with details, such as grade or acceptance-rejection status.

Technologies & Software

  • Design of experiments DOE software
  • Atlassian JIRA
  • IBM Notes
  • Data analysis software
  • Extensible markup language XML
  • Rockwell Automation AI
  • Selenium
  • Microsoft PowerPoint
  • R
  • Data entry software
  • Microsoft Word
  • Grok (xAI)
  • Microsoft Outlook
  • Microsoft Access
  • Siemens Industrial AI
  • Medical condition coding software
  • Skype
  • Verisurf Metrology
  • DeepSeek
  • Llama (Meta)
  • ChatGPT (OpenAI)
  • Cybermetrics GAGETrak
  • Microsoft Office software
  • Mastercam Design
  • Microsoft Visio
  • Sight Machine AI
  • Label inspection systems
  • Claude (Anthropic)
  • Coordinate measuring machine software
  • Wilcox Associates PC-DMIS Inspection Planner
  • The MathWorks MATLAB
  • Qwen (Alibaba)
  • Tolerance analysis software
  • FileMaker Pro
  • Computer assisted design software
  • ABB AI Robotics
  • Computer-aided inspection software
  • Microsoft Excel
  • Apache Hive
  • Autodesk AutoCAD
  • Microsoft SharePoint
  • Kimi (Moonshot AI)
  • SAP software
  • IBM Lotus Notes
  • Dassault Systemes CATIA
  • Inspection marking systems
  • Mistral (Mistral AI)
  • Cognex Vision AI
  • Minitab
  • Apache Pig
  • Dassault Systemes SolidWorks
  • Nova (Amazon)
  • Gemini (Google)
  • Database software
  • Statistical process control SPC data collection devices
  • Structured query language SQL
  • Mastercam computer-aided design and manufacturing software
  • Pulse generators
  • Digital resistance thermometers
  • Height gauges
  • Measuring microscopes
  • Linear or mixed signal equipment
  • Tensile testers
  • Thread gauges
  • Verisurf 3Dgage
  • Depth gauges
  • Color spectrometers
  • Laser thickness gauges
  • Coordinate measuring machines CMM
  • Digital multimeters
  • Laser shearography flaw detectors
  • Backplane testers
  • Gloss meters
  • Bit error rate testers BERT
  • Viscometers
  • Conductivity meters
  • Overhead cranes
  • Sampling oscilloscopes
  • Frequency counters
  • Hydraulic pumps
  • Piezoelectric acceleration instruments
  • Mass flow leak testers
  • Industrial bench scales
  • Sorting machines
  • Shock testers
  • Shear testers
  • Hydraulic lifts
  • Resistivity meters
  • Impact hammers
  • Frequency meters
  • Magnetic particle flaw detectors
  • Plug gauges
  • Force transducers
  • Compression testers
  • Null-balance acceleration instruments
  • Moisture meters
  • Hardness testers
  • Capacitive acceleration instruments
  • Magnetic induction acceleration instruments
  • Power meters
  • Micrometers
  • Eddy current probes
  • Manufacturing defect analyzers MDA
  • Printed circuit board PCB testers
  • Strain gauges
  • Plotters
  • Return loss calibrator RLC passive component testers
  • Fatigue testers
  • Personal computers
  • Verisurf CMM Master
  • Calorimetric leak testers
  • Signal generators
  • Holographic interferometers
  • Pi tapes
  • Impact toughness testers
  • Accelerometers
  • Forklifts
  • Digital voltmeters DVM
  • Utrasonic flaw detectors
  • Resistance meters
  • Bubble leak testers
  • Metallurgical microscopes
  • Resonance acceleration instruments
  • In-circuit testers
  • Penetrant flaw detectors
  • Continuity testers
  • Direct current DC power testers
  • Pin gauges
  • Digital resistance meters
  • Vibration and shaker systems
  • Verisurf Master3DGage
  • Environmental chambers
  • Radiographic flaw detectors
  • Hipot testers
  • Eddy current flaw detectors
  • Calipers
  • Function generators
  • Optical gauges
  • Beta gauges
  • Ammeters
  • Optical comparators
  • Creep and stress relaxation testers
  • Multimeters
  • Logic test systems
  • Ductility testers

Alternative Job Titles