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Automation Risk Analysis

Will “Biochemistry Chemical Engineering Analyst” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Biochemistry Chemical Engineering Analyst” 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%

“Biochemistry Chemical Engineering Analyst” 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

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

  • 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.

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

  • 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.

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

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

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

  • 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.

  • 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.

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

  • Maintain databases of experiment characteristics or results.

Technologies & Software

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