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Automation Risk Analysis

Will “Molded Parts Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Molded Parts 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%

“Molded Parts 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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles