🤖 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 “Air Sampler” 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%

“Air Sampler” 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%

“Air Sampler” 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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • 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.

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

  • Recommend necessary corrective actions, based on inspection results.

  • 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.

  • 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.

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

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

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

  • 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.

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles