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Automation Risk Analysis

Will “Safety Equipment Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Safety Equipment 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%

“Safety Equipment 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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles