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Automation Risk Analysis

Will “Orthopedic Designer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Orthopedic Designer” 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%

“Orthopedic Designer” 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

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

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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

Technologies & Software

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