🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     🤖 BARBIE MODE ACTIVATED 💗    Your adblocker was detected!    Comic Sans has been applied as cosmic punishment 💅    Ads keep this database FREE — please whitelist replacedbyrobot.info!    ✨ Everything is pink and that's entirely your fault ✨    🌸                     
Automation Risk Analysis

Will “Lightout Examiner” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

Advertisement

A robot took your ad!

Ads keep this free. Please whitelist replacedbyrobot.info!

AI Exposure Risk

56%

“Lightout Examiner” 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%

“Lightout Examiner” 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”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info!

Core Skills & Abilities

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

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

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

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

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

Technologies & Software

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

Alternative Job Titles