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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

  • Compute usable amounts of items in shipments.

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

  • 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.

  • 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.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles