Major Accountabilities:
- Design and develop algorithms for automotive applications, including advanced driver assistance systems (ADAS) and autonomous driving features.
- Utilize mathematical modeling, statistical analysis, and machine learning techniques to create robust and efficient algorithms that meet performance and safety requirements.
- Collaborate with cross-functional teams to ensure alignment with automotive development practices and standards throughout the algorithm development lifecycle.
- Demonstrate strong mathematical, analytical, and problem-solving skills to tackle complex challenges and optimize algorithm performance.
- Analyze system requirements, data, and performance metrics to iteratively refine and improve algorithm designs.
- Assess and enhance the maturity of algorithm software through rigorous testing, validation, and verification processes.
- Define and implement strategies for improving algorithm software maturity, reliability, and robustness to meet automotive safety and quality standards.
- Ensure compliance with industry-specific communication protocols such as CAN, LIN, FlexRay, and Ethernet for reliable data exchange and interoperability.
- Develop and validate algorithm models using Simulink to ensure accuracy and performance before implementation in production systems.
- Manage version control and continuous integration pipelines using Git and Jenkins to facilitate collaborative development and automated testing of algorithm software.
- Implement CI/CD best practices to ensure the stability, reliability, and repeatability of algorithm deployments.
- Design and implement robust error handling and fault tolerance mechanisms to ensure algorithmic reliability and safety in automotive systems.
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