🤖 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 “Shadowgraph Operator” 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%

“Shadowgraph Operator” 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%

“Shadowgraph Operator” 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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles