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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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

Technologies & Software

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

Alternative Job Titles