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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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

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

  • 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.

  • 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.

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles