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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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

  • 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.

  • 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.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles