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Automation Risk Analysis

Will “Precision Devices Tester” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Precision Devices 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%

“Precision Devices 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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles