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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

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles