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Automation Risk Analysis

Will “Construction and Maintenance Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Construction and Maintenance 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%

“Construction and Maintenance 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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles