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Automation Risk Analysis

Will “Dowel Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Dowel 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%

“Dowel 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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

Technologies & Software

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

Alternative Job Titles