🤖 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

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

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Notify supervisors or other personnel of production problems.

  • Compute usable amounts of items in shipments.

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

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

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

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

Technologies & Software

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

Alternative Job Titles