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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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles