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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

Technologies & Software

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