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Automation Risk Analysis

Will “Biochemical Engineer” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Biochemical 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%

“Biochemical 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

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

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

  • 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.

  • 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.

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

  • 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.

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

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

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

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

Technologies & Software

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