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Automation Risk Analysis

Will “Load Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Load Tester” 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 Tester” 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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles