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Automation Risk Analysis

Will “Biomedical Field Service Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Biomedical Field Service 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%

“Biomedical Field Service 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 statistical models or simulations, using statistical or modeling software.

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

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

  • Maintain databases of experiment characteristics or results.

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

Technologies & Software

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