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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

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

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

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Notify supervisors or other personnel of production problems.

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

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

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

Technologies & Software

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

Alternative Job Titles