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

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

  • 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.

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

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

  • 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.

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

  • 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.

  • 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.

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

  • 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.

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

Technologies & Software

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