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Automation Risk Analysis

Will “Medical Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Medical Engineer” 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%

“Medical Engineer” 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 suppliers regarding the design or specifications of bioproduction equipment, instrumentation, or materials.

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

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

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

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

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

  • 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.

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

Technologies & Software

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