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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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles