Autonomous Driving Algorithm & Systems Engineer
OU Ambarella Taiwan Ltd · Taiwan Hsinchu, Taiwan
About The Role
AI Vision Processors For Edge Applications
Our solutions make cameras smarter by extracting valuable data from high-resolution video streams.
Job Description
Our autonomous driving technology stack spans multiple core modules, including Perception (Detection / Tracking), Localization, Motion Forecasting, Planning, and Real-Time Map Generation (RTMG).
We are looking for engineers with expertise in any of these areas to join our team and help build robust, production-grade autonomous driving systems. (This role does not require a single person to handle all modules; responsibilities will be assigned based on technical specialization.)
Key responsibilities:
- Design, implement, and optimize algorithms across modules such as Perception (object detection, classification, tracking), Prediction, Planning, Localization, and RTMG.
- To comply with ISO 21448 (SOTIF) requirements, validate all inputs by verifying data formats, timing and synchronization, coordinate alignment, and fallback mechanisms for missing or degraded sensor data across camera, ego-motion (ODOM), radar, and lidar.
- Collaborate with teams including systems and software to integrate algorithms into the autonomous driving stack and deliver robust system-level solutions.
Job Requirements:
- Education background: Master degree or Ph.D degree
- Minimum experience: At least one year of relevant work or academic experience
- Similar or other experiences:
- Experience of autonomous driving algorithm would be a plus
- Experience of model deployment would be a plus
- Experience of model optimization such as pruning and quantization would be a plus
- Skills
- Strong in autonomous driving algorithms or related system integration.
- Background in machine-learning-based computer vision or large language model (LLM) technologies.
- Familiar with machine learning frameworks such as PyTorch, TensorFlow, etc.
- Proficient in Python and C/C++ programming.
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