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Automation Risk Analysis

Will “Air Conditioning Unit Tester (AC Unit Tester)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #670 of 702. Estimated risk: 98.0%

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AI Exposure Risk

56%

“Air Conditioning Unit Tester (AC Unit Tester)” 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%

“Air Conditioning Unit Tester (AC Unit Tester)” 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

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

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

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

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

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

  • Notify supervisors or other personnel of production problems.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Position products, components, or parts for testing.

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

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

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

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

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

  • Compute usable amounts of items in shipments.

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

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

  • Recommend necessary corrective actions, based on inspection results.

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  • Autodesk AutoCAD
  • Dassault Systemes CATIA
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  • Selenium
  • Data entry software
  • IBM Lotus Notes
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  • Microsoft Word
  • Microsoft Excel
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  • Apache Hive
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  • Microsoft Visio
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  • Tolerance analysis software
  • Microsoft Access
  • ChatGPT (OpenAI)
  • Structured query language SQL
  • Verisurf Metrology
  • Data analysis software
  • Inspection marking systems
  • Mistral (Mistral AI)
  • Database software
  • IBM Notes
  • Dassault Systemes SolidWorks
  • SAP software
  • Qwen (Alibaba)
  • Coordinate measuring machine software
  • FileMaker Pro
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  • Wilcox Associates PC-DMIS Inspection Planner
  • Apache Pig
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  • Color spectrometers
  • Null-balance acceleration instruments
  • Environmental chambers
  • Capacitive acceleration instruments
  • Accelerometers
  • Hipot testers
  • In-circuit testers
  • Holographic interferometers
  • Pin gauges
  • Calipers
  • Direct current DC power testers
  • Shock testers
  • Verisurf Master3DGage
  • Continuity testers
  • Digital multimeters
  • Hydraulic lifts
  • Calorimetric leak testers
  • Bubble leak testers
  • Shear testers
  • Frequency counters
  • Moisture meters
  • Coordinate measuring machines CMM
  • Signal generators
  • Fatigue testers
  • Mass flow leak testers
  • Magnetic induction acceleration instruments
  • Metallurgical microscopes
  • Bit error rate testers BERT
  • Laser shearography flaw detectors
  • Ductility testers
  • Plug gauges
  • Digital voltmeters DVM
  • Conductivity meters
  • Resistivity meters
  • Multimeters
  • Sampling oscilloscopes
  • Resistance meters
  • Creep and stress relaxation testers
  • Backplane testers
  • Viscometers
  • Beta gauges
  • Micrometers
  • Overhead cranes
  • Vibration and shaker systems
  • Optical gauges
  • Tensile testers
  • Impact hammers
  • Piezoelectric acceleration instruments
  • Manufacturing defect analyzers MDA
  • Depth gauges
  • Verisurf CMM Master
  • Radiographic flaw detectors
  • Personal computers
  • Function generators
  • Power meters
  • Force transducers
  • Digital resistance meters
  • Compression testers
  • Gloss meters
  • Logic test systems
  • Pi tapes
  • Return loss calibrator RLC passive component testers
  • Sorting machines
  • Eddy current probes
  • Digital resistance thermometers
  • Strain gauges
  • Verisurf 3Dgage
  • Plotters
  • Magnetic particle flaw detectors
  • Height gauges
  • Utrasonic flaw detectors
  • Measuring microscopes
  • Optical comparators
  • Hydraulic pumps
  • Impact toughness testers
  • Printed circuit board PCB testers
  • Pulse generators
  • Laser thickness gauges
  • Forklifts
  • Linear or mixed signal equipment
  • Frequency meters
  • Industrial bench scales
  • Eddy current flaw detectors
  • Hardness testers
  • Resonance acceleration instruments
  • Thread gauges
  • Ammeters
  • Penetrant flaw detectors

Alternative Job Titles