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Automation Risk Analysis

Will “Counter Tender” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Counter Tender” 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%

“Counter Tender” 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”

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Core Skills & Abilities

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

  • 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.

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

  • Position products, components, or parts for testing.

Technologies & Software

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

Alternative Job Titles