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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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

  • 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.

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

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

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

  • 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.

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

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

  • Maintain databases of experiment characteristics or results.

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

Technologies & Software

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