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Automation Risk Analysis

Will “Core Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Core Checker” 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%

“Core Checker” 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.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • 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.

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

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  • Extensible markup language XML
  • Wilcox Associates PC-DMIS Inspection Planner
  • IBM Lotus Notes
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  • Apache Hive
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  • Atlassian JIRA
  • Data entry software
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  • Coordinate measuring machine software
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  • Label inspection systems
  • Dassault Systemes CATIA
  • Sight Machine AI
  • DeepSeek
  • Selenium
  • Mastercam computer-aided design and manufacturing software
  • Design of experiments DOE software
  • Data analysis software
  • Microsoft PowerPoint
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  • Height gauges
  • Null-balance acceleration instruments
  • Gloss meters
  • Return loss calibrator RLC passive component testers
  • Impact toughness testers
  • Plotters
  • Laser thickness gauges
  • Color spectrometers
  • Magnetic induction acceleration instruments
  • Coordinate measuring machines CMM
  • Forklifts
  • Signal generators
  • Verisurf 3Dgage
  • Force transducers
  • Pin gauges
  • Continuity testers
  • Digital voltmeters DVM
  • Radiographic flaw detectors
  • Impact hammers
  • Magnetic particle flaw detectors
  • Fatigue testers
  • Laser shearography flaw detectors
  • Resistivity meters
  • Printed circuit board PCB testers
  • Hipot testers
  • Hydraulic lifts
  • Pulse generators
  • Manufacturing defect analyzers MDA
  • Sorting machines
  • Pi tapes
  • Industrial bench scales
  • Multimeters
  • Eddy current probes
  • Ammeters
  • Digital resistance meters
  • Resistance meters
  • Accelerometers
  • Direct current DC power testers
  • Frequency counters
  • Resonance acceleration instruments
  • Verisurf Master3DGage
  • Frequency meters
  • Conductivity meters
  • Digital multimeters
  • Calipers
  • Hardness testers
  • Metallurgical microscopes
  • Linear or mixed signal equipment
  • Compression testers
  • Shock testers
  • Piezoelectric acceleration instruments
  • In-circuit testers
  • Depth gauges
  • Digital resistance thermometers
  • Holographic interferometers
  • Calorimetric leak testers
  • Micrometers
  • Power meters
  • Moisture meters
  • Bit error rate testers BERT
  • Ductility testers
  • Personal computers
  • Thread gauges
  • Hydraulic pumps
  • Beta gauges
  • Logic test systems
  • Strain gauges
  • Eddy current flaw detectors
  • Vibration and shaker systems
  • Shear testers
  • Optical comparators
  • Sampling oscilloscopes
  • Overhead cranes
  • Optical gauges
  • Penetrant flaw detectors
  • Measuring microscopes
  • Creep and stress relaxation testers
  • Viscometers
  • Capacitive acceleration instruments
  • Utrasonic flaw detectors
  • Mass flow leak testers
  • Environmental chambers
  • Function generators
  • Tensile testers
  • Backplane testers
  • Verisurf CMM Master
  • Plug gauges
  • Bubble leak testers

Alternative Job Titles