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Automation Risk Analysis

Will “Biomedical Scientist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Biomedical Scientist” 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%

“Biomedical Scientist” 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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

  • 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.

  • 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.

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

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

Technologies & Software

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