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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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

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

Technologies & Software

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