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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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles