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Automation Risk Analysis

Will “Bioprocess Development 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 Development 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 Development 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

  • 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.

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

Technologies & Software

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