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Automation Risk Analysis

Will “Salvage Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Salvage 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%

“Salvage 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

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

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • 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.

  • 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.

  • Recommend necessary corrective actions, based on inspection results.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles