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Automation Risk Analysis

Will “Clinical Engineering Technician (Clinical Engineering Tech)” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Clinical Engineering Technician (Clinical Engineering Tech)” 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 Engineering Technician (Clinical Engineering Tech)” 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.

  • 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.

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

  • 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.

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

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

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

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

  • 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.

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

  • 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.

  • 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.

  • 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.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

  • 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.

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

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

Technologies & Software

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