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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

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

  • Maintain databases of experiment characteristics or results.

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

  • 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.

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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