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Automation Risk Analysis

Will “Process 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%

“Process 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%

“Process 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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

  • 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.

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

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

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

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

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

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

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

  • 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.

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

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

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

Technologies & Software

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