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Automation Risk Analysis

Will “Machined Parts Quality Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Machined Parts Quality 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%

“Machined Parts Quality 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

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles