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Automation Risk Analysis

Will “Bioprocess Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Bioprocess 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%

“Bioprocess 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

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

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

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

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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

  • 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.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

  • 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.

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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

Technologies & Software

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