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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 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.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

  • 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.

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

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

  • 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.

  • 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 bioregulatory authorities regarding licensing or compliance responsibilities.

Technologies & Software

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