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Automation Risk Analysis

Will “Biomedical Engineering Research Assistant” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Biomedical Engineering Research Assistant” 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 Engineering Research Assistant” 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

  • 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.

  • Maintain databases of experiment characteristics or results.

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

  • 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

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