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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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

  • Analyze new medical procedures to forecast likely outcomes.

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

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

Technologies & Software

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