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Automation Risk Analysis

Will “Field Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Field 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%

“Field 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.

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles