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Automation Risk Analysis

Will “Floor Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Floor 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%

“Floor 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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles