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Automation Risk Analysis

Will “Testing and Regulating Technician” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Testing and Regulating Technician” 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%

“Testing and Regulating Technician” 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles