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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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

  • Position products, components, or parts for testing.

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles