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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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles