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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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • 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.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles