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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 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.

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

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

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

  • 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.

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

Technologies & Software

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