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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

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

  • 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.

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

  • 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.

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

  • Maintain databases of experiment characteristics or results.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

Technologies & Software

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