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Automation Risk Analysis

Will “Transmission Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Transmission 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%

“Transmission 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

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

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

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

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

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

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

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

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

Alternative Job Titles