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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

  • Compute usable amounts of items in shipments.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

  • Position products, components, or parts for testing.

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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

Alternative Job Titles