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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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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