R&D Data Scientist
Core
Lead the development and deployment of digital twin technologies to accelerate material, process, and product innovation in advanced composite manufacturing.
Role type
Senior IC R&D Data Scientist (Digital Twins & Physics-Informed ML)
Builds
Virtual representations of manufacturing processes, materials, and products using advanced analytics, machine learning, and physics-based modeling.
Domain
Advanced composites manufacturing / Industrial IoT / Digital Twin
Deliverable
production ML models
Required skills
Python, R, machine learning, physics-based modeling, statistical methodologies, cloud-based data platforms, Design of Experiments (DOE), active learning, uncertainty quantification, model governance
Preferred skills
Azure Digital Twins, Azure Machine Learning, Azure IoT, Microsoft Fabric, Synapse, ML Ops, large language models (LLMs), generative AI, material formulation optimization
Technologies
Python, R, Microsoft Azure, Azure Digital Twins, Azure Machine Learning, Azure IoT, Microsoft Fabric, Synapse
Responsibilities
Lead design, development, validation, and deployment of digital twins; Develop hybrid modeling approaches combining physics and ML; Integrate sensor and operational data into digital twin frameworks; Design AI/ML solutions for process control; Collaborate with engineering teams to translate physical behavior into digital architectures; Support experimentation strategies including DOE and closed-loop optimization; Develop simulation environments for evaluating process changes; Establish model governance practices; Communicate digital twin insights to stakeholders.
Seniority
Senior, hands-on IC