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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

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

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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

  • 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.

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

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

  • 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.

Technologies & Software

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