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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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

  • 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.

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

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

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

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

Technologies & Software

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