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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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

  • 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.

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

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

  • 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.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles