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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

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

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

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

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

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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

  • 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.

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

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

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

  • Maintain databases of experiment characteristics or results.

  • 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.

  • 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.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

  • 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

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