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Automation Risk Analysis

Will “Mechanical Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Mechanical 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%

“Mechanical 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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles