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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

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

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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

  • 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.

Technologies & Software

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