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Automation Risk Analysis

Will “Concrete Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Concrete 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%

“Concrete 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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

  • 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.

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

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

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

Technologies & Software

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

Alternative Job Titles