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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Collaborate with manufacturing or quality assurance staff to prepare product specification or safety sheets, standard operating procedures, user manuals, or qualification and validation reports.

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

  • Maintain databases of experiment characteristics or results.

Technologies & Software

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