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Automation Risk Analysis

Will “Load Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Load 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%

“Load 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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles