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Automation Risk Analysis

Will “Biomedical Engineering Intern” 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 Intern” 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 Intern” 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

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

  • 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.

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

  • 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.

  • Maintain databases of experiment characteristics or results.

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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