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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

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

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

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

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

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

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

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

  • 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.

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

  • 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.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

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

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

Technologies & Software

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