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Automation Risk Analysis

Will “Truck Trailer Final Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Truck Trailer Final 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%

“Truck Trailer Final 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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

Technologies & Software

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

Alternative Job Titles