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Automation Risk Analysis

Will “Plant Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Plant 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%

“Plant 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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Position products, components, or parts for testing.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles