🤖 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 “Nut Sorter” 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%

“Nut Sorter” 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%

“Nut Sorter” 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

  • 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.

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

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

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

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles