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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 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.

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

  • 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.

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

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

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

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

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

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

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

  • 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.

  • Analyze new medical procedures to forecast likely outcomes.

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

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

  • 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.

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

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

  • Maintain databases of experiment characteristics or results.

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

  • 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.

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

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

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

Technologies & Software

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