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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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles