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Automation Risk Analysis

Will “Bioinformatics Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Bioinformatics 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%

“Bioinformatics 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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

Technologies & Software

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