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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

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

  • 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.

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

  • 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.

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

  • Maintain databases of experiment characteristics or results.

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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