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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

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

  • 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.

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles