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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

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

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

  • 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.

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

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

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

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

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

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

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

  • 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.

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

  • 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.

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

Technologies & Software

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