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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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

  • 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.

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

  • 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.

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

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

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

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

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

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

Technologies & Software

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