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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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

  • 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.

Technologies & Software

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

Alternative Job Titles