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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

  • 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.

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

  • Maintain databases of experiment characteristics or results.

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

  • 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.

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

  • 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.

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

  • 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.

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

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

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

Technologies & Software

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