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Automation Risk Analysis

Will “Supplier Quality Engineer (SQE)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Supplier Quality Engineer (SQE)” 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 61% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

39%

“Supplier Quality Engineer (SQE)” 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 39% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Bioengineers and Biomedical Engineers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Apply knowledge of engineering, biology, chemistry, computer science, and biomechanical principles to the design, development, and evaluation of biological, agricultural, and health systems and products, such as artificial organs, prostheses, instrumentation, medical information systems, and health management and care delivery systems.

Avg. Annual Salary $115,020
Avg. Hourly Wage $55.30
Available Jobs (US) 21,860
Job Title & Hierarchy Code (SOC) Bioengineers and Biomedical Engineers #17-2031
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Bioengineers and Biomedical Engineers”

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Core Skills & Abilities

  • Read current scientific or trade literature to stay abreast of scientific, industrial, or technological advances.

  • Review existing manufacturing processes to identify opportunities for yield improvement or reduced process variation.

  • Conduct research, along with life scientists, chemists, and medical scientists, on the engineering aspects of the biological systems of humans and animals.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

  • Write documents describing protocols, policies, standards for use, maintenance, and repair of medical equipment.

  • Recommend process formulas, instrumentation, or equipment specifications, based on results of bench or pilot experimentation.

  • Consult with chemists or biologists to develop or evaluate novel technologies.

  • Confer with research and biomanufacturing personnel to ensure the compatibility of design and production.

  • Design or develop medical diagnostic or clinical instrumentation, equipment, or procedures, using the principles of engineering and biobehavioral sciences.

  • Advise manufacturing staff regarding problems with fermentation, filtration, or other bioproduction processes.

  • Develop bioremediation processes to reduce pollution, protect the environment, or treat waste products.

  • Advise hospital administrators on the planning, acquisition, and use of medical equipment.

  • Develop methodologies for transferring procedures or biological processes from laboratories to commercial-scale manufacturing production.

  • Develop statistical models or simulations, using statistical or modeling software.

  • Conduct training or in-services to educate clinicians and other personnel on proper use of equipment.

  • Manage teams of engineers by creating schedules, tracking inventory, creating or using budgets, or overseeing contract obligations or deadlines.

  • Lead studies to examine or recommend changes in process sequences or operation protocols.

  • Maintain databases of experiment characteristics or results.

  • Design and deliver technology, such as prosthetic devices, to assist people with disabilities.

  • Develop models or computer simulations of human biobehavioral systems to obtain data for measuring or controlling life processes.

  • Adapt or design computer hardware or software for medical science uses.

  • Communicate with suppliers regarding the design or specifications of bioproduction equipment, instrumentation, or materials.

  • Research new materials to be used for products, such as implanted artificial organs.

  • Analyze new medical procedures to forecast likely outcomes.

  • Evaluate the safety, efficiency, and effectiveness of biomedical equipment.

  • Design or direct bench or pilot production experiments to determine the scale of production methods that optimize product yield and minimize production costs.

  • Design or conduct follow-up experimentation, based on generated data, to meet established process objectives.

  • Prepare project plans for equipment or facility improvements, including time lines, budgetary estimates, or capital spending requests.

  • Collaborate with manufacturing or quality assurance staff to prepare product specification or safety sheets, standard operating procedures, user manuals, or qualification and validation reports.

  • Prepare technical reports, data summary documents, or research articles for scientific publication, regulatory submissions, or patent applications.

Technologies & Software

  • Microsoft Windows
  • Microsoft Visual Basic
  • Structured query language SQL
  • Cadence Encounter Test
  • IBM Rational ClearCase
  • Biomechanical modeling software
  • Hierarchical simulation program with integrated circuit emphasis HSPICE
  • ERP software
  • Minitab
  • Finite element method FEM software
  • Common cause failure assessment software
  • Adobe Illustrator
  • Medical information software
  • IBM Rational RequisitePro
  • Test automation software
  • Red Hat Enterprise Linux
  • Fault tree analysis FTA software
  • PTC Pro/ENGINEER Wildfire
  • Nova (Amazon)
  • MathWorks Simulink
  • Rapid prototyping software
  • SAP software
  • Finite element analysis FEA software
  • Hypertext preprocessor PHP
  • Word processing software
  • ANSYS AI Simulation
  • NeuroSolutions for MatLab
  • Verilog
  • Instrument validation software
  • C
  • The MathWorks MATLAB
  • Materials testing software
  • Microsoft Office software
  • Dyadem FMEA Pro-6
  • Requirements management software
  • Rapid application development RAD software
  • Failure mode and effects analysis FMEA software
  • Microsoft Excel
  • Microsoft Outlook
  • Autodesk AutoCAD
  • SAP BusinessObjects Crystal Reports
  • Human modeling software
  • System testing software
  • Mathsoft Mathcad
  • Equipment compliance testing software
  • Failure rate database software
  • Microsoft Azure software
  • Stratasys FDM MedModeler
  • Polymath Software POLYMATH
  • Grok (xAI)
  • GitHub Copilot
  • Schematic design entry software
  • Splunk Enterprise
  • Calculating optimum maintenance parameters COMPARE
  • ANSYS simulation software
  • Integrated development environment IDE software
  • Lucidchart
  • Calibration software
  • Kimi (Moonshot AI)
  • Ada
  • Systems analysis programs for hands on integrated reliability evaluation software SAPHIRE
  • Advanced computer simulation language ACSL
  • DeepSeek
  • Thomson Reuters EndNote
  • Root cause analysis software
  • Wolfram Research Mathematica
  • Hypertext markup language HTML
  • Gait analysis software
  • Electromyograph analysis software
  • SAS JMP
  • Oracle Database
  • Microsoft Visio
  • Preventive maintenance software
  • Linux
  • Failure rate data in perspective FARADIP software
  • Defect tracking software
  • Mentor Graphics software
  • Fourier transform infrared FTIR software
  • Python
  • Embedded systems testing software
  • Computational modeling software
  • Technis BETAPLUS
  • Llama (Meta)
  • Reliability centered maintenance RCM software
  • PTC Creo Elements/Pro
  • Perplexity AI
  • Medical imaging software
  • AspenTech HYSYS
  • UNIX
  • JavaScript
  • Force platform software
  • Adobe Photoshop
  • Zuken electrical design software
  • Mistral (Mistral AI)
  • Gemini (Google)
  • User interface design software
  • Computer aided manufacturing CAM software
  • Computational fluid dynamics CFD software
  • Stochastic modeling software
  • Mean time between failures MBTF software
  • Gemini Code Assist
  • Bioreactor Design
  • ImageJ
  • R
  • Force sensitive applications FSA software
  • Neural network modeling software
  • ApE A Plasmid Editor
  • Microsoft Access
  • Autodesk AI
  • Functional modeling software
  • Computer aided design CAD software
  • Hardware description language HDL
  • National Instruments LabVIEW
  • ADInstruments LabChart
  • C++
  • AutoCAD AI
  • Electronic design automation EDA software
  • Intelligen SuperPro Designer
  • Simulation program with integrated circuit emphasis SPICE
  • ChatGPT (OpenAI)
  • Extensible markup language XML
  • Charting software
  • Motion analysis software
  • Fault modeling software
  • Ab Initio
  • Circuit simulation software
  • Laboratory information management system LIMS
  • SNOINO Ttree
  • Criticality analysis software
  • Dassault Systemes SolidWorks
  • IBM Rational ClearQuest
  • Microsoft Word
  • Unified modeling language UML
  • Instrument control software
  • Three-dimensional motion capture software
  • Microsoft Project
  • Microsoft PowerPoint
  • OrCAD Capture
  • Electromechanical testing analysis software
  • Maplesoft Maple
  • SAS
  • Oracle Java
  • Molecular simulation software
  • Qwen (Alibaba)
  • Project estimation software
  • Software development tools
  • Cadence Allegro Design Entry Capture and Capture CIS
  • Diagramming software
  • Virtual instrument software
  • Microsoft Teams
  • SNOINO RCM Pro
  • Claude (Anthropic)
  • Image analysis software
  • Numerical analysis software
  • X ray lithography equipment
  • Dissolved oxygen probes
  • Ultrasonic testing apparatus
  • Flow cytometers
  • Confocal laser scanning microscopes
  • Biomedical device electrical safety testers
  • Biomagnetic imaging scanners
  • Skinfold calipers
  • Centrifuges
  • Viscometers
  • Biosafety cabinets
  • Ultrasound indention probes
  • Particle size classifiers
  • Finger joint flexure testers
  • High pressure liquid chromatographs HPLC
  • Two-point discriminators
  • Quantum-based switching applications Q-switch electron waveguides
  • Camcorders
  • Single photon emission computed tomography SPECT scanners
  • Flow control devices
  • Aerosol generators
  • Desktop computers
  • Micromanipulation microrheology microscopes
  • Digital sonomicrometers
  • Biomimetic robots
  • Radio frequency amplifiers
  • Pacemaker analyzers
  • Strain gauge conditioners
  • Material tension/compression testing devices
  • Automated particle counters
  • Rapid toxicity testing systems
  • Low-pressure impactors
  • Electroplating apparatus
  • Freeze dryers
  • Pulse oximeters
  • Pressure transducers
  • Microplating equipment
  • Microplate spectrophotometers
  • Fluorospectrometers
  • Microfluidic networks
  • Pressure sensors
  • Optical particle detectors
  • Posturographic measurement systems
  • Cell culture bioreactors
  • Micromolding lithography equipment
  • Sublimation printers
  • Refractive index detectors
  • Gas flow control systems
  • Gas chromatographs GC
  • Laptop computers
  • Prosthetic limb testers
  • Pacemaker testing devices
  • Non-invasive blood pressure monitor analyzers
  • Ultraviolet spectrometers
  • Oxygen meters
  • Laser ablation machines
  • Bioreactors
  • Servopneumatic actuators
  • Analytical balances
  • Ultrasound imaging scanners
  • Insole sensors
  • Liquid handling robots
  • Patient monitoring testing devices
  • Eye tracking devices
  • Impact testers
  • Motion actuators
  • Ion chromatographs
  • Cone-plate viscometers
  • Quadrupole mass spectrometers
  • Fluorescence microscopes
  • X ray diffractometers
  • Surface area analyzers
  • Thermal cyclers
  • Frequency shifters
  • Laminar flow hoods
  • Microplate washers
  • Inverted light microscopes
  • Ion exchange purification systems
  • Enzymatic membrane reactors
  • Multi-axis kinematic knee simulators
  • Spinal disk implant wear testers
  • Ultrasound transducers
  • Glass micromolds
  • Defibrillator testing devices
  • Torsiometers
  • Superconducting quantum interference devices SQUID
  • Pinch gauges
  • Dynamometers
  • Axial-torsional testing systems
  • Multi-photon microscopes
  • Toxic gas detectors
  • Enzyme-linked immunosorbent assay ELISA plate readers
  • Accelerometers
  • X ray machines
  • Magnetic resonance imaging MRI systems
  • Soft materials in-vitro simulation system
  • Spectrofluorimeters
  • Incubators
  • Polygraph recorders
  • Bacteria-based biosensors
  • Opto-electronic electrogoniometers
  • Ventilator performance analyzers
  • Positron emission tomography PET scanners
  • Ultraviolet spectrophotometers
  • Multimeters
  • Plasma excitation chambers
  • Cardiovascular prosthetic device testers
  • Arbitrary waveform generators
  • Pressure and temperature measurement devices
  • Servopneumatic axial test instruments
  • Microbial fermenters
  • Chemiluminescence analyzers
  • Autosamplers
  • Fourier transform infrared FTIR spectrometers
  • High-speed digital cameras
  • Plastic injection molding machines
  • Ultrasound wattmeters
  • Aerosol analyzers
  • Functional magnetic resonance imaging fMRI scanners
  • Acoustic measurement systems
  • Tensionmeters
  • Activity monitoring devices
  • Molecular cytosensors
  • Piezoelectric ceramic transducers
  • pH meters
  • Grip dynamometers
  • Electrode bevelers
  • Basic stamp microcontrollers
  • Immuno-sensors
  • Environmental conditions measurement devices
  • Digital luxmeters
  • Rheometers
  • Molecular vacuum pumps
  • Polymer scaffolds
  • Physical conditioning treadmill exercisers
  • Ion trap mass spectrometers
  • Flash point detectors
  • Radiation compliance testing devices
  • Plant photosynthesis meters
  • Real-time polymerase chain reaction PCR equipment
  • Bio-signal simulators
  • Total organic carbon TOC analyzers
  • Sugar analyzers
  • Orbital shakers
  • Capillary electrophoresis systems
  • Environmental growth chambers
  • Force platforms
  • Optical particle counters
  • Piezoelectric sensors
  • Dissolved oxygen polarographic measurement devices
  • Electrical particle detectors
  • Oscilloscopes
  • Bio-signal amplifiers
  • Material fatigue and dynamics characterization devices
  • 3T scanners
  • Ultra high speed magnetic resonance imaging MRI scanner machines
  • Circuit analyzers
  • Gel documentation systems
  • Isolators
  • Microvalves
  • Microplate readers
  • Medical radiation dosimeters
  • Polymerase chain reaction PCR equipment
  • Footswitch sensors
  • Scanning probe microscopes SPM
  • Digital cameras
  • Personal computers
  • Spine simulators
  • Hardness testing devices
  • Electroblotting apparatus
  • Microelectrodes
  • Bomb calorimeters
  • Microcontrollers
  • Electrosurgery testing devices
  • Sterilization-in-place equipment
  • Contact angle goniometers
  • Scanning electron microscopes SEM
  • Extruders
  • Autoclaves
  • Electroencephalography EEG equipment
  • Protein gel electrophoresis
  • Nuclear magnetic resonance NMR spectroscopes
  • Grass stimulators
  • Strain gauges
  • Micropumps
  • Carbon dioxide CO2 incubators
  • Deflectors
  • Electrode pullers
  • Ellipsometers
  • Endovascular stent-graft testing instruments
  • Spirometers
  • Intravenous IV pump analyzers
  • Flame ionization detectors FID
  • Anthropometers
  • Optical traps
  • Optical tomographic imaging scanners
  • Acousto-optic modulators
  • Polymer matrices
  • Incubator performance analyzers
  • Maskless photolithography equipment
  • Milling machines
  • Deoxyribonucleic acid DNA synthesizers
  • Condensation nuclei counters CNC
  • Differential scanning calorimeters
  • Optical coherence tomography OCT scanners
  • Bio-sensors
  • Fast protein liquid chromatographs FPLC
  • Load sensors
  • Electromyographs EMG
  • Pulsating bubble surfactometers PBS
  • Automatic titrators