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Automation Risk Analysis

Will “Pharmaceutical Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Pharmaceutical 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%

“Pharmaceutical 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

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

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

  • 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.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

  • 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.

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

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

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

  • 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.

  • 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.

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

Technologies & Software

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