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Automation Risk Analysis

Will “Road Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Road Tester” 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%

“Road Tester” 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.

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

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

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

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

  • 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.

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles