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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

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

  • Maintain databases of experiment characteristics or results.

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

  • Communicate with bioregulatory authorities regarding licensing or compliance responsibilities.

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

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

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

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

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

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

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

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

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

  • Analyze new medical procedures to forecast likely outcomes.

  • 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.

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

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

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

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

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

  • 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.

  • 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.

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

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

  • 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.

Technologies & Software

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