Senior/Staff Scientist - Algorithms & Data Products
Core
Design algorithms and automated experimental protocols to map multi-modal plasma sensor data into robust material fingerprints and properties for battery electrodes and ceramic coatings.
Role type
Senior/Staff Scientist (Algorithms & Data Products)
Builds
Manufacturing intelligence platform for non-destructive material probing
Domain
Industrial manufacturing / Materials science / Plasma physics
Deliverable
production ML models
Required skills
Python, scientific computing/ML tooling, statistics, experimental design, multi-modal data analysis, hardware/software integration, data quality assurance
Preferred skills
spectroscopy, time series analysis, lab automation, MLOps, edge deployment, battery manufacturing experience
Technologies
NumPy, SciPy, pandas, scikit-learn, PyTorch, Git, CI/CD
Responsibilities
Design algorithms for multi-modal sensor data mapping; develop automated experimental protocols; define performance metrics and validation strategies; ensure data trustworthiness and artifact detection; collaborate with systems and hardware engineers on deployment architectures.
Seniority
Senior/Staff, hands-on IC
