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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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

  • 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.

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

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

  • 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.

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

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

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

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

Technologies & Software

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