About the job
At Emmi AI, we are at the forefront of innovation, transforming the way industries approach simulation technology. Our groundbreaking AI-driven physics models are revolutionizing traditional simulations, making them fast, scalable, and intelligent!
With our advanced architecture, we enable real-time interaction, drastically reducing simulation times from days to mere seconds.
Join us in pushing the boundaries of what’s achievable in the realm of AI!
Your Role
As the Simulation Engineer specializing in Crash Testing, you will become the key domain expert for our most ambitious initiative: developing the world's first Large Engineering Model (LEM) for Crash Testing.
High-fidelity crash simulations currently create significant delays in vehicle development, often taking hours or even days. Your goal is to leverage decades of traditional Finite Element Analysis (FEA) experience to create a high-performance data engine, enabling our model to predict structural deformation almost instantaneously. You will go beyond merely running simulations; you will design the data architecture that solidifies Emmi’s competitive advantage.
Your Key Responsibilities:
Design the Training Strategy: Collaborate with our Research team to define the ideal training data requirements. Determine the necessary variations in geometry, material non-linearity, and mesh granularity to optimize the data composition for our LEM.
Develop the Data Flywheel: Oversee the creation of extensive, high-fidelity datasets using solvers like LS-DYNA or OpenRadioss. Build automated simulation pipelines that continuously provide feedback to the model, creating a cyclical relationship between simulation outcomes and machine learning performance.
Establish Industrial KPIs: Represent the internal