Senior Simulation Data Engineer

📋 Description

• • The Senior Simulation Data Engineer will extend and operate the infrastructure that powers PhysicsX's research Data Factory, responsible for the end-to-end pipeline from geometry preparation and simulation orchestration through validation, post-processing, and delivery to downstream ML training systems.
• • Day to day, the role involves orchestrating long-running CFD simulations at scale, building robust data pipelines, designing job scheduling systems for high throughput, implementing monitoring and alerting for simulation failures and resource bottlenecks, and ensuring data quality through validation checks at every pipeline stage.
• • PhysicsX is a deep-tech company with roots in numerical physics and Formula One, building an AI-driven simulation software stack for engineering and manufacturing across advanced industries, serving customers in Aerospace & Defense, Materials, Energy, Semiconductors, and Automotive.
• • The role offers the opportunity to work at the intersection of HPC and data engineering, gain end-to-end ownership of the Data Factory, collaborate closely with Research Scientists, ML Engineers, and ML Infrastructure Engineers, and make architectural decisions while ensuring reliable data flow for cutting-edge AI-driven engineering innovation.