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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

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

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

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

Technologies & Software

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

Alternative Job Titles