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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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

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

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

Technologies & Software

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

Alternative Job Titles