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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

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

  • 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.

  • 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.

  • Maintain databases of experiment characteristics or results.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

  • 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.

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

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

Technologies & Software

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