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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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

Technologies & Software

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

Alternative Job Titles