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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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles