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Automation Risk Analysis

Will “Precision Devices Inspector” 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 Inspector” 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 Inspector” 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

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

  • 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.

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

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

  • 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.

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

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

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

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

  • 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.

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles