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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

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

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

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

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

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

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

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

  • Fabricate, install, position, or connect components, parts, finished products, or instruments for testing or operational purposes.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

Technologies & Software

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

Alternative Job Titles