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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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • 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.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles