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Automation Risk Analysis

Will “Radio Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Radio 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%

“Radio 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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles