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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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles