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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.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

Technologies & Software

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