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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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

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

  • 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.

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

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

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

Technologies & Software

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