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Automation Risk Analysis

Will “Hooker Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Hooker 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%

“Hooker 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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles