PAT Senior Data Scientist
Core
Build machine learning and chemometric models to provide real-time visibility into vaccine production processes, ensuring quality and predictability for mRNA, recombinant protein, and viral vector platforms.
Role type
Senior IC data scientist (process analytical technology)
Builds
Predictive models, soft sensors, and monitoring tools for bioprocessing
Domain
Biopharmaceuticals / Vaccine manufacturing / Process Analytical Technology (PAT)
Deliverable
production ML models
Required skills
Chemometrics, multivariate data analysis, machine learning, spectroscopy-based monitoring (Raman, near-infrared, infrared, UV-visible), Python, SIMCA, SynTQ, Unscrambler
Preferred skills
Real-time process monitoring, calibration/prediction/classification model development, scale-up and technology transfer support
Technologies
Python, SIMCA, SynTQ, Unscrambler, Raman, near-infrared, infrared, UV-visible
Responsibilities
Develop and deploy predictive models for critical process parameters and quality attributes; Analyze data from spectroscopic and sensor-based monitoring tools; Partner with process development, manufacturing, and analytical teams to integrate solutions; Support process characterization, scale-up, and validation through advanced data analysis; Shape strategy for real-time process monitoring across vaccine platforms.
Seniority
Senior, hands-on IC
