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Automation Risk Analysis

Will “Quality Assurance Automation Engineer (QA Automation Engineer)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #108 of 702. Estimated risk: 3.0%

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AI Exposure Risk

54%

“Quality Assurance Automation Engineer (QA Automation Engineer)” 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 54% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

45%

“Quality Assurance Automation Engineer (QA Automation Engineer)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 45% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Industrial Engineering Technologists and Technicians, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply engineering theory and principles to problems of industrial layout or manufacturing production, usually under the direction of engineering staff. May perform time and motion studies on worker operations in a variety of industries for purposes such as establishing standard production rates or improving efficiency.

Avg. Annual Salary $69,780
Avg. Hourly Wage $33.55
Available Jobs (US) 73,410
Job Title & Hierarchy Code (SOC) Industrial Engineering Technologists and Technicians #17-3026
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Industrial Engineering Technologists and Technicians”

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Core Skills & Abilities

  • Develop sustainable manufacturing technologies to reduce greenhouse gas emissions, minimize raw material use, replace toxic materials with non-toxic materials, replace non-renewable materials with renewable materials, or reduce waste.

  • Prepare layouts, drawings, or sketches of machinery or equipment, such as shop tooling, scale layouts, or new equipment design, using drafting equipment or computer-aided design (CAD) software.

  • Develop production, inventory, or quality assurance programs.

  • Recommend corrective or preventive actions to assure or improve product quality or reliability.

  • Select material quantities or processing methods needed to achieve efficient production.

  • Create or interpret engineering drawings, schematic diagrams, formulas, or blueprints for management or engineering staff.

  • Design plant layouts or production facilities.

  • Oversee or inspect production processes.

  • Coordinate equipment purchases, installations, or transfers.

  • Set up and operate production equipment in accordance with current good manufacturing practices and standard operating procedures.

  • Prepare production documents, such as standard operating procedures, manufacturing batch records, inventory reports, or productivity reports.

  • Monitor and adjust production processes or equipment for quality and productivity.

  • Aid in planning work assignments in accordance with worker performance, machine capacity, production schedules, or anticipated delays.

  • Analyze, estimate, or report production costs.

  • Verify that equipment is being operated and maintained according to quality assurance standards by observing worker performance.

  • Compile and evaluate statistical data to determine and maintain quality and reliability of products.

  • Assist engineers in developing, building, or testing prototypes or new products, processes, or procedures.

  • Study time, motion, methods, or speed involved in maintenance, production, or other operations to establish standard production rate or improve efficiency.

  • Develop or implement programs to address problems related to production, materials, safety, or quality.

  • Read worker logs, product processing sheets, or specification sheets to verify that records adhere to quality assurance specifications.

  • Identify opportunities for improvements in quality, cost, or efficiency of automation equipment.

  • Conduct statistical studies to analyze or compare production costs for sustainable and nonsustainable designs.

  • Evaluate industrial operations for compliance with permits or regulations related to the generation, storage, treatment, transportation, or disposal of hazardous materials or waste.

  • Provide advice or training to other technicians.

  • Calibrate or adjust equipment to ensure quality production, using tools such as calipers, micrometers, height gauges, protractors, or ring gauges.

  • Select cleaning materials, tools, or equipment.

  • Develop manufacturing infrastructure to integrate or deploy new manufacturing processes.

  • Oversee equipment start-up, characterization, qualification, or release.

  • Adhere to all applicable regulations, policies, and procedures for health, safety, and environmental compliance.

  • Test selected products at specified stages in the production process for performance characteristics or adherence to specifications.

Technologies & Software

  • DeepSeek
  • Email software
  • Kinematic Engineering MicroMeasure IV
  • Nova (Amazon)
  • Rapid prototyping software
  • PTC Creo Parametric
  • EPLAN software
  • Stat-Ease Design-Expert
  • Microsoft Visio
  • Graphics software
  • Bentley MicroStation
  • Loom
  • Minitab
  • Three-dimensional parametric design software
  • MASS Group FactoryLink SCADA HMI
  • Manufacturing execution system MES
  • Siemens Solid Edge
  • Horizon Software MRP Plus
  • Vectorworks Machine Design
  • Geometric dimensioning and tolerancing software
  • CNC Mastercam
  • SAP software
  • Three-dimensional modeling software
  • Programmable logic controller PLC software
  • Llama (Meta)
  • Production planning software
  • MSC Software Nastran
  • Autodesk Inventor
  • AspenTech Aspen InfoPlus
  • C++
  • UNIX
  • Microsoft Visual Basic
  • Planit Alphacam
  • PLC Automation Intellution iFIX
  • Presentation software
  • National Instruments LabVIEW
  • Artificial intelligence software
  • Rockwell Automation Arena
  • Cimatron computer-aided design and manufacturing software
  • Kimi (Moonshot AI)
  • Materials requirement planning MRP software
  • ChatGPT (OpenAI)
  • Plant design management system PDMS
  • Gemini (Google)
  • Computerized numerical control CNC software
  • Claude (Anthropic)
  • Autodesk AutoCAD
  • Supervisory control and data acquisition SCADA software
  • Database software
  • Microsoft Office software
  • Extensible markup language XML
  • Infor Industrial Essentials
  • Materilise Magics
  • Grok (xAI)
  • IBM CATIA
  • GitHub Copilot
  • National Instruments Multisim
  • Microsoft PowerPoint
  • Plant maintenance software
  • Delcam PowerMILL
  • Human machine interface HMI software
  • Computer aided design CAD software
  • Computerized numerical control CNC machine software
  • VIA Information Tools MAN-IT
  • Fanuc CNC software
  • Mistral (Mistral AI)
  • Microsoft Excel
  • Inlet Technologies Semaphore
  • Qwen (Alibaba)
  • Dassault Systemes CATIA
  • Wilcox Associates PC-DMIS
  • MSC Software Patran
  • G-code
  • C
  • MSC Software Adams
  • AutoCAD AI
  • Dassault Systemes SolidWorks
  • Microsoft Outlook
  • Computer numerical control CNC software
  • IBM Notes
  • Beginner's all-purpose symbolic instruction code BASIC
  • Word processing software
  • Enterprise resource planning ERP software
  • Microsoft Word
  • Statistical process control SPC software
  • Computer aided manufacturing CAM software
  • Tebis computer aided design software
  • Microsoft Project
  • National Instruments NI-DAQmx
  • Autodesk AI
  • Siemens SIMATIC HMI
  • GibbsCAM
  • Kubotek CADKEY Wireframe
  • Microsoft Visual Studio
  • Microsoft Internet Explorer
  • Microsoft Access
  • Microsoft SharePoint
  • IBM SPSS Statistics
  • Graphics editing software
  • Infinity QS ProFicient
  • The MathWorks MATLAB
  • Microsoft Windows
  • ABB CPM4Metals
  • Autodesk Algor Simulation
  • Cadence PSpice
  • AVEVA InTouch HMI
  • Oracle JD Edwards EnterpriseOne
  • ProModel
  • Desktop publishing software
  • Perplexity AI
  • Statistical software
  • Vero Software SURFCAM
  • ANSYS AI Simulation
  • Delcam computer-aided design and manufacturing software
  • Web browser software
  • Gemini Code Assist
  • Blink
  • IMSI TurboCAD
  • Management information systems MIS
  • Data entry software
  • Siemens SINUMERIK CNC
  • Eko
  • Microsoft Exchange
  • Spreadsheet software
  • Advanced Dimensional Management 3D-GD&T
  • Siemens NX
  • MathWorks Simulink
  • Height gauges
  • Air conditioning units
  • Impact testers
  • Precision rulers
  • Belt conveyors
  • Machinist rules
  • Dye penetrant inspection equipment
  • Go/no-go gauges
  • 3-axis computer numerically controlled CNC milling machines
  • Laser cutting equipment
  • Adjustable hand wrenches
  • Pedestal grinders
  • Dynamic actuators
  • Vacuum gauges
  • Plastic injection molding machines
  • Automatic microhardness testers
  • Viscosity meters
  • Edge finders
  • Steam boilers
  • Computerized numerical control CNC routers
  • Safety gloves
  • Pin gauges
  • Forklifts
  • Angle plates
  • Micrometers
  • Steam autoclaves
  • Osmometers
  • Deburring tools
  • Eddy current inspection equipment
  • Laboratory centrifuges
  • Vertical spindle mills
  • Mixing tanks
  • Melting point apparatus
  • Vernier calipers
  • Plotters
  • Dial calipers
  • Electric boilers
  • Personal computers
  • Phillips head screwdrivers
  • Permanent mold casting machines
  • Digital logic analyzers
  • Digital oscilloscopes
  • Tensile testers
  • Magnetic inspection equipment
  • Digital micrometers
  • Coordinate measuring machines CMM
  • Gauge blocks
  • Three-dimensional laser digitizers
  • Safety glasses
  • Vertical machining centers
  • Fume hoods
  • Dilatometers
  • Manual hardness testers
  • Air purifying respirators
  • Vacuum pumps
  • Electrical discharge machines EDM
  • Programmable logic controllers PLC
  • Protective face shields
  • pH meters
  • Power production turbines
  • Toolmaker's microscopes
  • Induction melting units
  • Pipettes
  • Lathes
  • Band saws
  • Servohydraulic tensile testing machines
  • Extruding machines
  • Boring tools
  • Three-dimensional prototyping printer
  • Safety goggles
  • Heat exchangers
  • Grinders
  • Blow molding machines
  • Production robots
  • Conductivity meters
  • Power drills
  • Portable air compressors
  • Autocollimators
  • Desktop computers
  • Digital calipers
  • Drill presses
  • Parallel sets
  • V blocks
  • pH indicators
  • Gas-powered generators
  • Injection molding machines
  • Signal analyzers
  • Wire splicers
  • Pipe bending mandrels
  • Fused deposition modeling FDM machines
  • Centrifugal casting machines
  • Computerized numerical control CNC machining centers
  • Automated vision systems
  • Air heaters
  • Signal generators
  • Computerized numerical control CNC turning centers
  • Computerized numerical control CNC lathes
  • Programmable function generators
  • In-line flowmeters
  • Scissor lifts
  • Thermoplastic injection molding presses
  • Dial indicators
  • Pipe reamers
  • Digital spectrum analyzers
  • Optical time domain reflectometers OTDR
  • Function generators
  • Wire strippers
  • Computer numerical control CNC vertical lathes
  • Engine lathes
  • Surface grinding machines
  • Optical power meters
  • Hex key sets
  • Direct computer-controlled coordinate measuring machines DCC-CMM
  • Spectrometers
  • Fatigue testing machines
  • Spectrophotometers
  • Bench grinders
  • Optical comparators
  • Digital hardness testers
  • Straight screwdrivers
  • Digital logic probes
  • Programmable automation controllers PAC
  • Digital video cameras
  • Milling machines
  • Horizontal milling machines
  • Filtration systems
  • Universal testing machines
  • Oscilloscopes
  • Laser scanners
  • Laboratory glassware washers
  • Soldering equipment
  • Bioreactors
  • Computer numerical controlled CNC milling machines
  • Optical spectrum analyzers

Alternative Job Titles