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Automation Risk Analysis

Will “Power Plant Inspector” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Power Plant 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%

“Power Plant 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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

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

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

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

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

  • 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.

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

  • Position products, components, or parts for testing.

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

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

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

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

  • 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.

Technologies & Software

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

Alternative Job Titles