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Automation Risk Analysis

Will “Detector Operator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Detector Operator” 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%

“Detector Operator” 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

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

  • 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.

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

Technologies & Software

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

Alternative Job Titles