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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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

  • 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.

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

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

Technologies & Software

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