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Automation Risk Analysis

Will “Biomedical 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 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 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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

  • 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.

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

  • 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.

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

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

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

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

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

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

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

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

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

  • 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.

  • 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.

Technologies & Software

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