
Autonomous Vehicle Modeling Specialist
2 days ago
We are seeking a highly skilled engineer to spearhead the development and virtualization of sensor and actuator models for use in simulation environments. Collaborate with cross-functional teams to ensure robust, scalable, and accurate modeling of devices used in modern automotive systems.
Key Responsibilities:- Modeling & Simulation
- Develop high-fidelity plant models of sensors and actuators using Simulink or equivalent tools.
- Design models for seamless integration into VHiL, HiL, SiL, and CoSim environments.
- Define and maintain interface standards for model consumption across simulation platforms.
- Data Acquisition & Characterization
- Lead data collection efforts from physical devices to support model validation and performance characterization.
- Analyze diagnostic responses and performance metrics to refine model behavior.
- Testing & Validation
- Define and execute test cases based on customer feedback and evolving model requirements.
- Ensure model robustness by incorporating vehicle calibration variations and real-world operating conditions.
- Change & Release Management
- Manage model lifecycle including enhancements, release documentation, test coverage, and technical support.
- Maintain traceability and version control across model updates.
- Cross-Functional Collaboration
- Coordinate with suppliers, hardware, controls, and diagnostics teams to gather and align requirements.
- Balance short-term and long-term modeling fidelity needs between in-house and supplier-based solutions.
- Harmonize virtualization requirements across vehicle and propulsion domains.
- Requirements Definition
- Define virtualization requirements for modeling, hardware, controls, and supplier ecosystems.
- Translate calibration differences into robust model design strategies.
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