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Automation Risk Analysis

Will “Test Desk Trouble Locator” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Test Desk Trouble Locator” 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%

“Test Desk Trouble Locator” 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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Notify supervisors or other personnel of production problems.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles