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Automation Risk Analysis

Will “Precision Assembly 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 Assembly 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 Assembly 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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

  • 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.

  • 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.

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

Technologies & Software

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

Alternative Job Titles