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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.

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

  • 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.

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

  • 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.

  • 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.

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

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

Technologies & Software

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

Alternative Job Titles