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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

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

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

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

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

  • Maintain databases of experiment characteristics or results.

Technologies & Software

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