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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

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

  • 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 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.

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

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

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

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

  • 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.

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

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

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

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

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

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

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

  • 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.

  • Analyze new medical procedures to forecast likely outcomes.

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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