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Automation Risk Analysis

Will “Clinical Applications Specialist” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Clinical Applications Specialist” 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%

“Clinical Applications Specialist” 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

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

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

  • Maintain databases of experiment characteristics or results.

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

Technologies & Software

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