Software Engineer, Propulsion Simulation & Data Analysis Verified today
Raptor Systems Modeling and Control Team
The Raptor Systems Modeling and Control Team is responsible for power-balance, optimal control, and calibration of one of the world's most prolific and advanced rocket engines. You will conduct root cause analysis for anomaly resolution, providing data and model-driven insights to support operations and components teams in high-consequence decision making. Your models and analysis will guide both engine design and the operation of every single mission and engine test.
In this role you will work with engineers to develop rapid, seamless processes that translate engine test data into accurate predictions of future performance for the most reliable and cutting-edge rocket engines in the world.
Responsibilities
- Maintain and improve the accuracy of the lumped-parameter thermofluid physics model of the Raptor engine
- Conduct engine cycle analysis to steer future-state engine design and thrust upgrades
- Conduct anomaly resolution utilizing the engine model and sparse instrumentation
- Develop a detailed understanding of the physics underlying rocket engine performance, sources of performance variability, as well as related modeling and measurement techniques
- Maintain and improve the accuracy of the representation of the Raptor engine used in integrated vehicle simulations, control software validation and flight Monte Carlo analysis
- Develop tools and portals to understand the sources of engine performance variability and enact improvements to manufacturing and engine hardware design
- Automate processes and software tools that are used to predict test performance and generate flight performance predictions for GNC (guidance, navigation, and control) and flight software
- Collaborate with engineers across the company to extend and improve interoperability among existing tools and to standardize hardware and software practices, tools, and methods
Basic Qualifications
- Bachelor's degree in computer science, engineering, or a STEM discipline
- 1+ year experience writing computer software
- 1+ year experience with physics-based simulations of real dynamic systems
Preferred Skills and Experience
- Dynamical systems modeling
- Experience with lumped parameter modeling of physical systems
- Experience implementing physics-informed neural networks to solve real-world engineering problems
- Data driven analysis of complex systems
- Experience inferring root cause from sparse measurements
- Demonstrable proficiency in the basic principles of compressible and incompressible flow, thermodynamics, thermochemistry, mechanics, and materials
- Strong written and verbal communication skills, ability to make presentations to team members, internal customers and management
- Experience building data pipelines providing sanitization, curation, visualization, exploration to high dimensional datasets