4 дня назад
Staff Engineer, Aircraft Trajectory Modeling (Aerospace)
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Staff Engineer, Aircraft Trajectory Modeling (Aerospace) (Python/C++): Designing and validating real-time aircraft trajectory prediction and recovery-behavior models for a safety-critical Run-Time Assurance product with an accent on 3DOF/6DOF modeling, autopilot interfaces, and flight-test validation. Focus on building simulation and hardware-in-the-loop workflows, tuning predictive models against aircraft data, and integrating reliable safety software for autonomous aircraft.
Location: San Diego, California, United States; on-site
Company
develops resilient autonomy and intelligence products for aircraft and other platforms operating in complex environments.
What you will do
- Lead the development, tuning, and validation of trajectory prediction and recovery-behavior models for a safety-critical Run-Time Assurance product.
- Use aircraft performance data, command-response assumptions, 3DOF/6DOF concepts, wind effects, uncertainty bounds, and maneuver constraints to improve predictive models.
- Build Python-based analysis, simulation, hardware-in-the-loop, and flight-test workflows, including regression datasets and predicted-versus-observed behavior analysis.
- Integrate trajectory-prediction behavior with custom and commercial autopilot interfaces, vehicle-state inputs, command modes, latency, control limits, and telemetry.
- Support hardware integration and flight-test campaigns, including the X-BAT collaborative combat aircraft, and help extend safety behaviors to multi-agent operations.
- Prepare algorithm handoff artifacts and contribute scoped C/C++ implementation, testing, debugging, and technical coordination across engineering and test teams.
Requirements
- At least 7 years of related experience with a Bachelor’s degree, 6 years with a Master’s degree, 4 years with a PhD, or equivalent experience.
- Deep experience in trajectory prediction, aircraft-response modeling, aerospace simulation, robotics, applied autonomy, or GNC-adjacent domains, including 3DOF and/or 6DOF aircraft modeling.
- Expert-level Python for algorithm development, numerical analysis, data processing, plotting, tuning workflows, and test automation.
- Working proficiency in C or C++ for reading production code, debugging algorithm behavior, writing tests, and making scoped implementation changes.
- Experience integrating guidance, trajectory, or safety-critical algorithms with autopilots and validating behavior through simulation, HIL, flight hardware, or flight-test data.
- Ability to document model assumptions, handoff artifacts, and validation evidence while coordinating across algorithms, software, systems, test, and platform teams.
Nice to have
- Experience with Monte Carlo testing, scenario-based regression, validation metrics, envelope expansion, test-card planning, or flight-test safety reviews.
- Experience porting algorithms from Python, MATLAB/Simulink, or prototypes into C or C++ production software.
- Familiarity with high-reliability or safety-critical practices, including static analysis, coding standards, traceability, requirements-based testing, and verification evidence.
- Experience with CMake, Conan, Linux, CI/CD, embedded software workflows, or production software integration.
Culture & Benefits
- Full-time employee position within the Hivemind Enterprise Division – Foundations.
- Work on safety-critical autonomy products for aircraft and other complex platforms.
- Collaborate across algorithms, software, systems, test, and platform engineering teams.
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