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Automation Risk Analysis

Will “Bioengineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Bioengineer” 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%

“Bioengineer” 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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

  • 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.

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

Technologies & Software

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