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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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles