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Automation Risk Analysis

Will “Field Clinical Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Field Clinical Engineer” 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%

“Field Clinical Engineer” 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

  • 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.

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

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

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

  • Maintain databases of experiment characteristics or results.

  • Analyze new medical procedures to forecast likely outcomes.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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