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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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

  • 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.

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

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

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

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

  • 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.

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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