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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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles