🤖 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 “Drum Tester” 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%

“Drum Tester” 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%

“Drum Tester” 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

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

  • Recommend necessary corrective actions, based on inspection results.

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

  • 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.

  • 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.

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles