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Automation Risk Analysis

Will “Biomaterials Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Biomaterials Engineer” 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%

“Biomaterials Engineer” 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

  • 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.

  • 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.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

  • 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.

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

Technologies & Software

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