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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Clean, maintain, calibrate, or repair measuring instruments or test equipment, such as dial indicators, fixed gauges, or height gauges.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

  • Position products, components, or parts for testing.

  • Compute usable amounts of items in shipments.

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

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

Technologies & Software

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

Alternative Job Titles