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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

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

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

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

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

  • 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.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • Compute usable amounts of items in shipments.

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

  • Position products, components, or parts for testing.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles