Data Scientist
Core
Build practical AI-driven simulation tools for engineering and manufacturing by transforming deep learning models into customer-ready solutions.
Role type
Senior IC Data Scientist (Delivery)
Builds
Production-ready predictive models and data pipelines for multi-physics simulation
Domain
Deep-tech, AI-driven simulation for Aerospace, Defense, Materials, Energy, Semiconductors, and Automotive
Deliverable
production ML models
Required skills
Deep learning, probabilistic methods, predictive modelling, Python, NumPy, SciPy, Pandas, TensorFlow, Pytorch
Preferred skills
Advanced engineering concepts across multiple industries, on-site customer collaboration, scalable pipeline deployment
Technologies
TensorFlow, PyTorch, NumPy, SciPy, Pandas
Responsibilities
Pre-process and analyze data for predictive modelling; Develop deep learning models combined with optimization methods for physical systems; Design and test scalable data pipelines; Integrate data science models with simulation engines; Collaborate with customers on-site to build solutions; Contribute to internal R&D and product development
Seniority
Mid-Senior, hands-on IC with 1+ years post-Masters/PhD experience