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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

  • Analyze new medical procedures to forecast likely outcomes.

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

  • Maintain databases of experiment characteristics or results.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

  • 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.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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