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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

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

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

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

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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

  • 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.

  • 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.

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

  • 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.

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

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

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

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

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

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

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

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

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

Technologies & Software

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