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Automation Risk Analysis

Will “Biomechanical Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Biomechanical 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%

“Biomechanical 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

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

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

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

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

  • Maintain databases of experiment characteristics or results.

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

  • Analyze new medical procedures to forecast likely outcomes.

  • 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.

  • 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.

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

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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