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Automation Risk Analysis

Will “Process 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 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 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.

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

  • 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.

  • 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.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

Technologies & Software

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