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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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

Technologies & Software

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

Alternative Job Titles