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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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

  • 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.

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

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

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

  • 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.

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

Technologies & Software

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