Mobileye China R&D Center is looking for an AI Algorithm Engineer to join our Perception team and develop advanced machine learning algorithms that enable autonomous vehicles to accurately understand their surroundings. In this role, you will work on large-scale perception systems that process sensor data from cameras and other automotive sensors to detect, classify, and track objects in complex real-world environments.
You will collaborate closely with research, software, and system engineering teams to design and deploy robust perception models that operate reliably at production scale.
What will your job look like:
- Develop and improve deep learning models for perception tasks such as object detection/tracking, semantic segmentation, etc.
- Work with large-scale driving datasets to train and evaluate machine learning models.
- Optimize models for performance, accuracy, and robustness across diverse driving scenarios.
- Analyze edge cases and failure modes to continuously improve perception performance.
- Implement scalable training, validation, and evaluation methodologies.
All you need is:
- Ph.D. or M.S. in Computer Science, Electronic Engineering, or related fields.
- Outstanding coding skills and proficient in algorithms with Python, C/C++, etc.
- Strong product background and hands on experiences in building product-quality computer vision, deep learning and general AI technologies. Intensive experience with at least one DL framework such as PyTorch or TensorFlow.
- Interested in and thoughtful about the diverse AI technology (CNNs, GNNs, transformer and different domains of detection, segmentation, LLM, AGI, etc.).
- Highly motivated self-starter/self-learner in full stack of technologies.
- Strong oral/written communication in Mandarin and English.