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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

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

  • 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.

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

  • 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.

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

  • 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.

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

  • 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.

  • 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.

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

  • 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.

  • Maintain databases of experiment characteristics or results.

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

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

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

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

Technologies & Software

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