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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles