Jobs · Engineering · California

Simulation and Modeling Engineer

Wardstone · Los Angeles, CA · 7 mo ago
On-siteEngineering$100k–$160k/yrFull-time

Interception Dynamics

  • Build high-fidelity 6DOF models of interceptor trajectories and target maneuvers.
  • Model aerodynamic forces, flight regimes (subsonic → hypersonic), and uncertainties.
  • Implement full state propagation with drag, atmospheric effects, gravity, and actuator limits.

Orbital Mechanics & VLEO

  • Implement orbital propagators, Lambert solvers, and multi-body dynamics.
  • Model VLEO drag, solar flux, eclipse cycles, thermal conditions, and station-keeping budgets.
  • Quantify ΔV requirements for intercept geometries and constellation designs.

Guidance, Control & Sensor Model Integration

  • Integrate GNC algorithms into simulation environments.
  • Model perception pipelines: IR signatures, SNR, glint, thermal clutter, and atmospheric attenuation.
  • Build closed-loop simulations with perception → guidance → actuation → dynamics → intercept logic.

Hailstorm Dispersal Modeling

  • Model particle trajectories, dispersal cones, cloud expansion, and lethality envelopes.
  • Model impulse delivery mechanisms: blast, thrust, or hybrid dispersal events.
  • Work with energetics engineers on momentary high-G propagation and multi-body interactions.

Monte Carlo & Probabilistic Analysis

  • Run large-scale Monte Carlo simulations to evaluate hit probability, robustness, and margins.
  • Develop parameter sweeps for timing, sensing errors, aerodynamic uncertainties, and ΔV constraints.
  • Produce data-driven design recommendations for system architecture decisions.

Simulation Infrastructure & Visualization

  • Build clean, modular simulation tools in MATLAB/Python/C++ for internal engineering teams.
  • Develop visualization tools (2D, 3D, orbital views) used for engineering and visual storytelling.
  • Maintain code quality, performance, and model usability across the engineering org.

Qualifications

  • B.S. or M.S. in Aerospace Engineering, Mechanical Engineering, Physics, Applied Mathematics, or similar.
  • Strong experience with dynamic simulations (MATLAB, Simulink, Python, C++, Julia, or equivalent).
  • Deep understanding of orbital mechanics, flight dynamics, or missile/rocket modeling.
  • Experience with numerical methods, ODE/PDE solvers, filtering, integration stability, and optimization.
  • Ability to validate simulated results against analytical solutions or experimental data.
  • Strong intuition for physics and comfort working with incomplete or noisy data.
  • US CITIZENSHIP REQUIRED
  • Experience modeling hypersonic flow, ablation, or high-enthalpy environments.
  • Experience with high-speed particle or fragment modeling.
  • Experience connecting simulation to hardware-in-the-loop systems.
  • Familiarity with CFD tools (OpenFOAM, SU2, ANSYS Fluent).
  • Experience with sensor modeling: IR/EO tracking, radar, radiometric models, or synthetic scene generation.
  • Experience building custom visualization pipelines or simulation frameworks.

Benefits

  • 15-30 min phone intro with CEO
  • 1 Hour phone deep dive with CTO
  • 1 Hour in person with CEO

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