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Automation Risk Analysis

Will “Process Development Associate” be Automated?

Historical Context: Oxford Study (2013)

Ranked #120 of 702. Estimated risk: 3.7%

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AI Exposure Risk

61%

“Process Development Associate” 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%

“Process Development Associate” 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

  • 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.

  • Maintain databases of experiment characteristics or results.

  • 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.

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

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

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

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

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

  • 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.

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

  • 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.

  • 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.

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

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

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

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

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

Technologies & Software

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