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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

  • Analyze new medical procedures to forecast likely outcomes.

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

  • 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.

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

Technologies & Software

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