🤖 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 “Test Preparer” 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%

“Test Preparer” 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%

“Test Preparer” 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.

  • Notify supervisors or other personnel of production problems.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

  • 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.

  • Position products, components, or parts for testing.

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

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

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

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

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

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

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

  • 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.

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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles