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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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles