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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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles