🤖 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 “Needle Grader” 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. Please whitelist replacedbyrobot.info!

AI Exposure Risk

56%

“Needle Grader” 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%

“Needle Grader” 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!

Core Skills & Abilities

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

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

  • 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.

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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

  • Recommend necessary corrective actions, based on inspection results.

Technologies & Software

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

Alternative Job Titles