BCSC

我们正在寻找一位专注于驾驶辅助系统的感知算法工程师您将负责开发高精度的车灯与交通信号灯检测算法并部署于地平线征程J6系列芯片

We are seeking a dedicated Algorithm Engineer focused on ADAS perception. You will be responsible for developing high-precision vehicle light and traffic light detection algorithms and deploying them on the Horizon Robotics Journey J6 series chips.

主要职责 / Key Responsibilities:

1. 核心算法研发 / Core Algorithm Development:
   • 研发基于深度学习的车灯检测前照灯尾灯刹车灯转向灯与交通信号灯检测识别算法
     Develop deep learning-based algorithms for vehicle light (headlights tail lights brake lights turn signals) and traffic light detection and recognition.
   • 专注解决小目标远距离及极端光照如夜间隧道口等场景下的技术挑战
     Focus on solving technical challenges in scenarios involving small objects long distances and extreme lighting conditions (e.g. night tunnel entrances).
2. 平台部署与优化 / Platform Deployment & Optimization:
   • 主导模型在地平线J6系列芯片上的部署调试与性能优化
     Lead the deployment debugging and performance optimization of models on Horizon J6 series chips.
   • 熟练使用地平线天工开物(OpenExplorer)工具链进行模型转换与量化
     Proficiency in using the Horizon OpenExplorer toolchain for model conversion and quantization.
3. 数据闭环 / Data Closed-Loop:
   • 构建相关数据集并通过数据驱动策略持续提升模型性能
     Build relevant datasets and continuously improve model performance through data-driven strategies.
4. 工程实现 / Engineering Implementation:
   • 编写高质量可维护的C/Python代码并参与构建自动化测试流程
     Write high-quality maintainable C/Python code and participate in building automated testing pipelines.

Qualifications :

必备条件 / Required:

1. 学历与经验 / Education & Experience:
   • 计算机电子工程等相关专业本科及以上学历具备2年以上计算机视觉算法开发经验有ADAS/自动驾驶经验者优先
     Bachelors degree or above in Computer Science Electronic Engineering or related fields. 2 years of experience in computer vision algorithm development. Experience in ADAS/autonomous driving is a plus.
2. 编程能力 / Programming Skills:
   • 精通Python熟练掌握C
     Proficient in Python skilled in C.
3. 技术栈 / Technical Stack:
   • 精通PyTorch或TensorFlow熟练使用OpenCV
     Proficient in PyTorch or TensorFlow familiar with OpenCV.

优先考虑 / Preferred Qualifications:

1. 平台经验 / Platform Experience:
   • 拥有地平线征程系列芯片J5/J6模型部署和优化经验熟悉天工开物工具链
     Hands-on experience with model deployment and optimization on Horizon Journey series chips (J5/J6) familiar with the OpenExplorer toolchain.
2. 领域知识 / Domain Knowledge:
   • 具备车灯/交通灯检测相关项目经验
     Project experience in vehicle lights/traffic light detection.
3. 优化能力 / Optimization Skills:
   • 具备模型量化INT8剪枝等优化实战经验
     Practical experience in model optimization techniques such as quantization (INT8) and pruning.

Remote Work :

No

Employment Type :

Full-time