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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

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

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

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

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

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

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

  • Maintain databases of experiment characteristics or results.

  • 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.

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

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

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

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

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

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

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

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

Technologies & Software

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