🤖 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 “Pencil Inspector” 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 database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

AI Exposure Risk

56%

“Pencil 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%

“Pencil 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”

Advertisement

A robot took your ad!

Ads keep this free database of 57,000+ jobs alive. Please whitelist replacedbyrobot.info — we promise our ads are tasteful!

Core Skills & Abilities

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

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

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

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

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

  • Compute usable amounts of items in shipments.

  • Position products, components, or parts for testing.

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

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • Notify supervisors or other personnel of production problems.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles