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Automation Risk Analysis

Will “Biomedical Analytical Scientist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Biomedical Analytical Scientist” 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 Analytical Scientist” 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.

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

  • 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.

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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