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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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

  • 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 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.

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

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

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

  • Maintain databases of experiment characteristics or results.

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

  • 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.

Technologies & Software

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