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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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Maintain databases of experiment characteristics or results.

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

  • 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.

Technologies & Software

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