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Automation Risk Analysis

Will “Television Parts Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Television Parts 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%

“Television Parts 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

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

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

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

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

  • 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.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

  • 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.

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

  • Position products, components, or parts for testing.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

Alternative Job Titles