5 часов назад
Senior Software Engineer, Simulation
Мэтч & Сопровод
Для мэтча с этой вакансией нужен Plus
Описание вакансии
Текст:
TL;DR
Senior Software Engineer, Simulation (Autonomous Systems): Building and extending simulation environments, cloud-based scenario execution, and evaluation tooling for autonomous ground-handling systems with an accent on determinism, reproducibility, and high-fidelity modelling. Focus on integrating production autonomy stacks, scaling distributed GPU-based test execution, and developing precise failure-triage and release-gating workflows.
Location: Italy, Toronto, Canada, Poland, United Kingdom, London, UK, or Atlanta, USA
Company
AeroVect is a Series A company developing autonomous ground-handling systems for airlines and ground service providers.
What you will do
- Build and extend simulation environments, including production autonomy-stack integration, vehicle and actor models, and environmental and operational conditions.
- Maintain simulation fidelity as the autonomy stack evolves and address differences between simulated and real inputs.
- Build and operate cloud-based scenario execution with orchestration, parallelism, result aggregation, artifact capture, and runtime cost modelling.
- Develop evaluation layers with precise assertions and pass/fail criteria for release gating.
- Create failure-triage tooling, including failure clustering, recordings, and dashboards for autonomy engineers.
- Extend scenario-authoring tools across backend and frontend while improving determinism, reproducibility, pipeline performance, and site coverage.
Requirements
- Bachelor’s degree in Computer Science, Electrical Engineering, Robotics, or a related field.
- Strong Python skills and experience maintaining code in a shared codebase.
- Hands-on simulation experience for autonomous systems and familiarity with platforms such as CARLA, Applied Intuition, Foretellix, NVIDIA Omniverse, Isaac Sim, Gazebo, or proprietary simulators.
- Knowledge of simulation, modelling, and validation methodology, including the use of simulated results to support real-world behaviour claims.
- Experience with Docker, Linux, distributed systems, GPU-based simulation environments, CI/CD, and cloud execution.
- Experience analyzing simulation telemetry, debugging and profiling distributed GPU-bound systems, and integrating automated end-to-end validation into CI.
Nice to have
- Master’s degree in Computer Science, Robotics, or a related field.
- Experience with safety-critical systems in autonomous driving, aerospace, or robotics.
- Experience with autonomous vehicle software stacks such as ROS or ROS2.
- Experience with sensor modelling, environment generation, perception ground-truth pipelines, or large-scale distributed simulation.
- Exposure to log re-simulation, flake reduction, determinism debugging, golden-output comparison, or safety standards including ISO 26262, ISO 21448, UL4600, and ISO 13849.
Culture & Benefits
- Work on autonomy systems used in aviation ground operations.
- Collaborate on simulation, validation, and autonomy engineering foundations.
- Contribute to tooling that supports reliable release decisions and safety-critical validation.
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