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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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

  • 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

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

Alternative Job Titles