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Automation Risk Analysis

Will “Bench 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%

“Bench 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%

“Bench 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

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

  • 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.

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

  • 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.

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

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

  • 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.

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

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

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

  • 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.

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

Technologies & Software

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

Alternative Job Titles