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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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles