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Automation Risk Analysis

Will “Power Checker” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Power Checker” 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 Checker” 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 or test raw materials, parts, or products to determine compliance with environmental standards.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

  • Notify supervisors or other personnel of production problems.

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles