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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

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

  • Recommend necessary corrective actions, based on inspection results.

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

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

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

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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

  • 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.

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Position products, components, or parts for testing.

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

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

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

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

Technologies & Software

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

Alternative Job Titles