🤖 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 “Sample Collector” 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%

“Sample Collector” 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%

“Sample Collector” 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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles