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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

  • 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.

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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