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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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles