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Automation Risk Analysis

Will “Analytical 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%

“Analytical 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%

“Analytical 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

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

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

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

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

  • 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.

  • 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.

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

  • 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.

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

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

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

  • 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.

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

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

Technologies & Software

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