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Automation Risk Analysis

Will “Wood Treating Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Wood Treating 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%

“Wood Treating 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

  • Compute usable amounts of items in shipments.

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles