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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 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.

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles