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Sr. Software Engineer, Propulsion Simulation & Data Analysis (Raptor)
Description:
- Maintain and improve the accuracy of the lumped-parameter thermofluid physics model of the Raptor engine.
- Conduct engine cycle analysis to inform future engine design and thrust upgrades.
- Perform anomaly resolution using the engine model and sparse instrumentation data.
- Develop a detailed understanding of rocket engine performance, performance variability, and related modeling and measurement techniques.
- Maintain and improve the engine representation used in integrated vehicle simulations, control software validation, and flight Monte Carlo analysis.
- Develop tools and portals to analyze sources of engine performance variability and support improvements to manufacturing and engine hardware design.
- Automate processes and software tools used to predict test performance and generate flight performance predictions for GNC and flight software.
- Collaborate with engineers across the company to improve interoperability among tools and standardize hardware and software practices, tools, and methods.
Requirements:
- Bachelor's degree in computer science, engineering, or a STEM discipline.
- 5+ years of experience writing computer software.
- 5+ years of experience with physics-based simulations of real dynamic systems.
- Experience with dynamical systems modeling (preferred).
- Experience with lumped-parameter modeling of physical systems (preferred).
- Experience implementing physics-informed neural networks to solve real-world engineering problems (preferred).
- Experience with data-driven analysis of complex systems (preferred).
- Experience inferring root cause from sparse measurements (preferred).
- Demonstrable proficiency in compressible and incompressible flow, thermodynamics, thermochemistry, mechanics, and materials (preferred).
- Strong written and verbal communication skills, including the ability to present to team members, internal customers, and management (preferred).
- Experience building data pipelines for sanitization, curation, visualization, and exploration of high-dimensional datasets (preferred).
- Experience working with or simulating combustion engines or fluid systems (preferred).
- Full stack web development experience, including database design and frontend development (preferred).
- Frontend experience with Angular, React, or a similar JavaScript framework (preferred).
- Backend development experience delivering well-tested, performant, and maintainable Python, C#/.NET, C++, or Java code (preferred).
- Experience with version control, continuous integration, and Unix-like operating systems (preferred).
- Experience with control feedback loop design and implementation (preferred).
- Experience with numerical analysis techniques and signal processing in multiple domains (preferred).
- Must meet ITAR export control requirements as a U.S. citizen or national, lawful permanent resident, refugee, asylee, or otherwise eligible for required U.S. State Department authorizations.
Benefits:
- Senior pay range of $165,000 to $230,000 per year.
- Potential long-term incentives including company stock, stock options, or long-term cash awards.
- Potential discretionary bonuses and an Employee Stock Purchase Plan with discounted stock purchases.
- Comprehensive medical, vision, and dental coverage.
- 401(k) retirement plan, along with short- and long-term disability insurance and life insurance.
- Paid parental leave.
- Three weeks of paid vacation and 10 or more paid holidays per year.
- Paid sick leave in accordance with company policy and applicable law.
