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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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • 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.

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

Technologies & Software

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