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Automation Risk Analysis

Will “Regulator Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Regulator Inspector” 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%

“Regulator Inspector” 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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

  • Compute usable amounts of items in shipments.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles