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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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles