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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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

  • 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.

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

Technologies & Software

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