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Automation Risk Analysis

Will “Biochemical Development 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 Development 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 Development 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

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

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

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

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

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

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

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

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

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

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

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

  • 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.

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

  • Maintain databases of experiment characteristics or results.

  • 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.

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

Technologies & Software

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