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Automation Risk Analysis

Will “Clinical Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Clinical 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%

“Clinical 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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • 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.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

Technologies & Software

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