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Automation Risk Analysis

Will “Speedometer Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Speedometer 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%

“Speedometer 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.

  • 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.

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles